diff --git a/ai_detect_roc.png b/ai_detect_roc.png
index e721e8d..091dad1 100644
Binary files a/ai_detect_roc.png and b/ai_detect_roc.png differ
diff --git a/contentatscale-report.xml b/contentatscale-report.xml
index 2fe53d6..b47a34f 100644
--- a/contentatscale-report.xml
+++ b/contentatscale-report.xml
@@ -1,235 +1,1087 @@
-<?xml version="1.0" encoding="utf-8"?><testsuites><testsuite name="pytest" errors="0" failures="78" skipped="0" tests="798" time="5728.686" timestamp="2023-09-21T14:12:02.574761" hostname="FALCON-PUNCH"><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i0]" time="6.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i1]" time="10.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i2]" time="4.550"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i3]" time="7.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i4]" time="7.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i5]" time="13.663"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i6]" time="8.509"><properties><property name="score" value="0.86" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255006 (len: 365) is a human-generated sample, misclassified as AI-generated with confidence 0.86&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255006 (len: 365) is a human-generated sample, misclassified as AI-generated with confidence 0.86
+<?xml version="1.0" encoding="utf-8"?><testsuites><testsuite name="pytest" errors="0" failures="362" skipped="0" tests="3823" time="30293.900" timestamp="2023-09-25T14:32:36.869446" hostname="FALCON-PUNCH"><testcase classname="test_contentatscale_detect" name="test_training_file" time="16.753"><properties><property name="score" value="0.77" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[IFAW1.txt]" time="11.677"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[cdc_covid.txt]" time="11.800"><properties><property name="score" value="0.67" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[How_soon-Fans.txt]" time="14.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[hsus4.txt]" time="9.512"><properties><property name="score" value="0.75" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[pg_robinson_crusoe.txt]" time="17.738"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[How_soon-Lebron-James.txt]" time="19.911"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Ohio_Steel.txt]" time="23.778"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[chapter-10.txt]" time="39.103"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Env_Prot_Agency-nov1.txt]" time="36.911"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[ch5.txt]" time="24.862"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[lw1.txt]" time="18.664"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Madame_White_Snake.txt]" time="19.623"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[110CYL070.txt]" time="11.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[audubon1.txt]" time="21.613"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[littleshelter2.txt]" time="8.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[guidedogs1.txt]" time="11.607"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[anth_essay_4.txt]" time="24.705"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[113CWL018.txt]" time="10.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[blog-monastery.txt]" time="17.589"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[115CVL037.txt]" time="14.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[115CVL036.txt]" time="32.710"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[A_defense_of_Michael_Moore.txt]" time="24.898"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[captured_moments.txt]" time="33.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[115CVL035.txt]" time="11.692"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[NWF1.txt]" time="13.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[WhereToHongKong.txt]" time="33.027"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[att2.txt]" time="12.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[c4_GOD.txt]" time="6.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[cdc_covid_asthma.txt]" time="11.734"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[fcic_final_report_conclusions.txt]" time="37.044"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[118CWL050.txt]" time="18.756"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[116CUL033.txt]" time="14.790"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[112C-L012.txt]" time="14.556"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[appalachian1.txt]" time="11.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[united1.txt]" time="15.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[117CWL009.txt]" time="9.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[marine1.txt]" time="13.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Ant_Robot.txt]" time="16.727"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[110CYL069.txt]" time="23.679"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[CUP2.txt]" time="17.785"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Tupelo-Honey-Cafe.txt]" time="14.817"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[119CWL041.txt]" time="13.627"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[lzma_readme.txt]" time="9.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Homosexuality.txt]" time="21.749"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[116CUL032.txt]" time="11.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[112C-L014.txt]" time="12.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Fermentation_HR5034.txt]" time="35.771"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Acephalous-Internet.txt]" time="15.574"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Effing-Idiot.txt]" time="42.992"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[114CUL059.txt]" time="11.729"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[sucker.txt]" time="10.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[c4_denver.txt]" time="18.574"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[blog-jet-lag.txt]" time="13.635"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[warner1.txt]" time="9.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Fermentation_Eminent-Domain.txt]" time="20.712"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[113CWL017.txt]" time="16.586"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[112C-L015.txt]" time="10.674"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[blog-new-year's-resolutions.txt]" time="11.640"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[audubon2.txt]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[The_Black_Willow.txt]" time="34.795"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Postal_Rate_Comm-ReportToCongress2002WEB.txt]" time="26.975"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[alumnifund1.txt]" time="8.487"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: alumnifund1.txt is a human-generated file, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: alumnifund1.txt is a human-generated file, misclassified as AI-generated with confidence 1.0
     assert 'AI' == 'Human'
       - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i7]" time="5.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i8]" time="7.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i9]" time="2.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i10]" time="4.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i11]" time="12.603"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i12]" time="11.667"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i13]" time="10.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i14]" time="6.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i15]" time="8.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i16]" time="6.619"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255016 (len: 92) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255016 (len: 92) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[112C-L016.txt]" time="7.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[114CUL057.txt]" time="10.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[110CYL067.txt]" time="16.582"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[hs_keyescrow.txt]" time="15.714"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[lessig_blog-carbon.txt]" time="18.600"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[114CUL060.txt]" time="11.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[vampires.txt]" time="14.591"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[chZ.txt]" time="8.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[ts_theme_intro.txt]" time="7.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[wildelifewatch1.txt]" time="11.508"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[aspca1.txt]" time="15.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[reuters_santos.txt]" time="6.545"><properties><property name="score" value="0.91" /></properties><failure message="AssertionError: reuters_santos.txt is a human-generated file, misclassified as AI-generated with confidence 0.91&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: reuters_santos.txt is a human-generated file, misclassified as AI-generated with confidence 0.91
     assert 'AI' == 'Human'
       - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i17]" time="5.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i18]" time="8.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i19]" time="8.573"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i20]" time="10.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i21]" time="11.577"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i22]" time="14.595"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i23]" time="8.535"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i24]" time="2.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i25]" time="10.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i26]" time="13.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i27]" time="9.564"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i28]" time="13.605"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i29]" time="10.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i30]" time="9.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i31]" time="3.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i32]" time="3.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i33]" time="11.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i34]" time="6.531"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i35]" time="7.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i36]" time="10.033"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i37]" time="20.611"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i38]" time="3.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i39]" time="6.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i40]" time="8.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i41]" time="6.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i42]" time="8.655"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i43]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i44]" time="8.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i45]" time="9.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i46]" time="14.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i47]" time="9.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i48]" time="10.806"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i49]" time="11.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i50]" time="16.083"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i51]" time="8.150"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i52]" time="4.855"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i53]" time="5.978"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i54]" time="8.192"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i55]" time="21.368"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i56]" time="20.662"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i57]" time="8.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i58]" time="12.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i59]" time="6.494"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i60]" time="9.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i61]" time="11.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i62]" time="3.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i63]" time="3.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i64]" time="4.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i65]" time="12.649"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i66]" time="3.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i67]" time="18.591"><properties><property name="score" value="0.6" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255067 (len: 847) is a human-generated sample, misclassified as AI-generated with confidence 0.6&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255067 (len: 847) is a human-generated sample, misclassified as AI-generated with confidence 0.6
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[110CYL071.txt]" time="17.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Uprooted_Bike.txt]" time="24.640"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[110CYL072.txt]" time="10.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Black_and_white.txt]" time="19.680"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[110CYL200.txt]" time="11.536"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[A_Wasted_Day.txt]" time="22.735"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[HistoryGreek.txt]" time="19.778"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[HistoryLasVegas.txt]" time="29.815"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[cnn_santos.txt]" time="8.514"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: cnn_santos.txt is a human-generated file, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: cnn_santos.txt is a human-generated file, misclassified as AI-generated with confidence 1.0
     assert 'AI' == 'Human'
       - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i68]" time="6.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i69]" time="10.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i70]" time="5.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i71]" time="9.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i72]" time="10.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i73]" time="11.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i74]" time="8.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i75]" time="7.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i76]" time="5.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i77]" time="8.653"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i78]" time="10.596"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i79]" time="10.623"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i80]" time="14.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i81]" time="12.586"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i82]" time="2.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i83]" time="8.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i84]" time="7.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i85]" time="6.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i86]" time="16.370"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i87]" time="7.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i88]" time="5.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i89]" time="8.589"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i90]" time="13.587"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i91]" time="5.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i92]" time="9.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i93]" time="10.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i94]" time="9.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i95]" time="8.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i96]" time="27.709"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i97]" time="2.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i98]" time="14.640"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i99]" time="3.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i0]" time="9.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i1]" time="12.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i2]" time="8.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i3]" time="8.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i4]" time="9.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i5]" time="6.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i6]" time="10.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i7]" time="7.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i8]" time="8.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i9]" time="8.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i10]" time="5.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i11]" time="14.236"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i12]" time="6.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i13]" time="6.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i14]" time="6.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i15]" time="9.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i16]" time="10.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i17]" time="14.700"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i18]" time="7.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i19]" time="11.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i20]" time="6.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i21]" time="12.603"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i22]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i23]" time="12.659"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i24]" time="7.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i25]" time="7.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i26]" time="21.619"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i27]" time="12.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i28]" time="9.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i29]" time="9.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i30]" time="8.540"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i31]" time="6.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i32]" time="7.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i33]" time="8.531"><properties><property name="score" value="0.56" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.56&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.56
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i34]" time="8.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i35]" time="7.598"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i36]" time="9.702"><properties><property name="score" value="0.96" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i37]" time="11.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i38]" time="10.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i39]" time="11.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i40]" time="8.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i41]" time="6.513"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.99
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i42]" time="11.631"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i43]" time="12.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i44]" time="12.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i45]" time="8.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i46]" time="10.581"><properties><property name="score" value="0.88" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i47]" time="6.605"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i48]" time="15.770"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i49]" time="7.532"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i50]" time="7.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i51]" time="8.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i52]" time="7.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i53]" time="10.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i54]" time="7.564"><properties><property name="score" value="0.55" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i55]" time="11.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i56]" time="12.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i57]" time="9.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i58]" time="7.530"><properties><property name="score" value="0.54" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.54&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.54
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i59]" time="8.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i60]" time="10.544"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i61]" time="8.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i62]" time="16.611"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i63]" time="10.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i64]" time="8.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i65]" time="10.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i66]" time="8.786"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i67]" time="10.556"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i68]" time="9.542"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i69]" time="15.580"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i70]" time="8.522"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i71]" time="8.569"><properties><property name="score" value="0.61" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i72]" time="15.746"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i73]" time="7.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i74]" time="12.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i75]" time="18.594"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i76]" time="9.598"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i77]" time="9.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i78]" time="8.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i79]" time="8.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i80]" time="8.529"><properties><property name="score" value="0.51" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i81]" time="6.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i82]" time="7.514"><properties><property name="score" value="0.6" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.6&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.6
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i83]" time="5.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i84]" time="10.392"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i85]" time="11.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i86]" time="8.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i87]" time="7.508"><properties><property name="score" value="0.92" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.92&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.92
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i88]" time="16.588"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i89]" time="8.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i90]" time="14.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i91]" time="9.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i92]" time="11.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i93]" time="8.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i94]" time="11.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i95]" time="7.574"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i96]" time="5.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i97]" time="8.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i98]" time="8.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i99]" time="9.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i0]" time="7.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i1]" time="8.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i2]" time="5.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i3]" time="6.734"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i4]" time="6.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i5]" time="7.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i6]" time="14.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i7]" time="6.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i8]" time="7.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i9]" time="11.634"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[detroit.txt]" time="25.775"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[118CWL049.txt]" time="16.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[hotel-california.txt]" time="39.888"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[about_me.txt]" time="5.651"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[602CZL285.txt]" time="15.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[WhatToHongKong.txt]" time="23.738"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Bartok.txt]" time="20.709"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Uprooted_Farming-on-Sand.txt]" time="15.586"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[116CUL034.txt]" time="14.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[114CUL058.txt]" time="35.032"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[IntroDublin.txt]" time="15.818"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[defenders5.txt]" time="13.587"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Acephalous-Cant-believe.txt]" time="18.574"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[118CWL048.txt]" time="15.588"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[110CYL068.txt]" time="20.643"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[HistoryJerusalem.txt]" time="30.781"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[rybczynski-ch3.txt]" time="20.929"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[117CWL008.txt]" time="39.790"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Italy.txt]" time="13.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[CUP1.txt]" time="16.727"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Seedbombing.txt]" time="20.651"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Nathans_Bylichka.txt]" time="24.791"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Anti-Terrorist.txt]" time="28.701"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[Protocol_Regarding_Access.txt]" time="13.320"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[IntroHongKong.txt]" time="28.669"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[wwf12.txt]" time="15.533"><properties><property name="score" value="0.95" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[112C-L013.txt]" time="14.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[blog-varsity-athletics.txt]" time="14.616"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_samples[AMC2.txt]" time="10.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00667_generated.txt]" time="9.543"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00667_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00667_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
     assert 'Human' == 'AI'
       - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i10]" time="5.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i11]" time="10.591"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i12]" time="5.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i13]" time="7.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i14]" time="7.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i15]" time="10.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i16]" time="8.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i17]" time="8.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i18]" time="7.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i19]" time="6.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i20]" time="5.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i21]" time="7.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i22]" time="6.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i23]" time="11.580"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i24]" time="4.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i25]" time="8.587"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i26]" time="9.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i27]" time="9.581"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i28]" time="5.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i29]" time="8.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i30]" time="5.529"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i31]" time="5.489"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i32]" time="8.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i33]" time="22.722"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i34]" time="7.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i35]" time="8.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i36]" time="8.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i37]" time="10.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i38]" time="9.585"><properties><property name="score" value="0.6" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i39]" time="9.547"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.13472_generated.txt]" time="8.526"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.13472_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.13472_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
     assert 'Human' == 'AI'
       - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i40]" time="7.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i41]" time="7.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i42]" time="7.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i43]" time="6.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i44]" time="6.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i45]" time="7.519"><properties><property name="score" value="0.6699999999999999" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i46]" time="7.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i47]" time="8.590"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i48]" time="7.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i49]" time="18.619"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i50]" time="13.616"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i51]" time="17.217"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i52]" time="11.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i53]" time="7.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i54]" time="7.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i55]" time="8.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i56]" time="11.582"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i57]" time="6.522"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i58]" time="7.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i59]" time="6.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i60]" time="7.531"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i61]" time="8.594"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i62]" time="8.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i63]" time="11.589"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i64]" time="12.605"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i65]" time="12.695"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.03612_generated.txt]" time="12.041"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.03612_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.03612_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
     assert 'Human' == 'AI'
       - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i66]" time="8.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i67]" time="7.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i68]" time="9.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i69]" time="11.557"><properties><property name="score" value="0.54" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i70]" time="9.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i71]" time="14.611"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i72]" time="7.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i73]" time="9.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i74]" time="8.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i75]" time="8.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i76]" time="6.631"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i77]" time="7.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i78]" time="6.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i79]" time="11.594"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i80]" time="10.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i81]" time="7.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i82]" time="4.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i83]" time="8.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i84]" time="8.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i85]" time="7.590"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i86]" time="9.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i87]" time="6.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i88]" time="9.539"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i89]" time="7.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i90]" time="8.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i91]" time="12.596"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i92]" time="10.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i93]" time="10.555"><properties><property name="score" value="0.51" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i94]" time="11.570"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i95]" time="7.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i96]" time="6.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i97]" time="10.585"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i98]" time="9.581"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i99]" time="11.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i0]" time="4.498"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i1]" time="9.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i2]" time="3.507"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600008 [885] (title: Vertical Handof) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600008 [885] (title: Vertical Handof) is a human-generated sample, misclassified as AI-generated with confidence 0.99
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i3]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i4]" time="3.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i5]" time="3.786"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600018 [642] (title: Efficient Detec) is a human-generated sample, misclassified as AI-generated with confidence 0.97&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600018 [642] (title: Efficient Detec) is a human-generated sample, misclassified as AI-generated with confidence 0.97
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i6]" time="6.511"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600029 [1139] (title: A Social Bots D) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600029 [1139] (title: A Social Bots D) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i7]" time="5.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i8]" time="4.877"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i9]" time="14.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i10]" time="6.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i11]" time="4.590"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i12]" time="4.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i13]" time="5.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i14]" time="3.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i15]" time="4.493"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600048 [820] (title: Improved Data-A) is a human-generated sample, misclassified as AI-generated with confidence 0.98&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600048 [820] (title: Improved Data-A) is a human-generated sample, misclassified as AI-generated with confidence 0.98
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i16]" time="8.749"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i17]" time="6.691"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i18]" time="4.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i19]" time="4.566"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600060 [731] (title: Efficient Chann) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600060 [731] (title: Efficient Chann) is a human-generated sample, misclassified as AI-generated with confidence 0.99
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i20]" time="7.545"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i21]" time="2.487"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600062 [699] (title: A Novel Route R) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600062 [699] (title: A Novel Route R) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i22]" time="4.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i23]" time="4.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i24]" time="5.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i25]" time="5.515"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600074 [1015] (title: Human Activity ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600074 [1015] (title: Human Activity ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i26]" time="6.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i27]" time="8.252"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i28]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i29]" time="13.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i30]" time="3.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i31]" time="8.511"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600085 [855] (title: The Residual An) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600085 [855] (title: The Residual An) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i32]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i33]" time="14.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i34]" time="4.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i35]" time="7.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i36]" time="4.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i37]" time="7.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i38]" time="5.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i39]" time="5.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i40]" time="12.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i41]" time="3.471"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600101 [470] (title: Closed-form App) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600101 [470] (title: Closed-form App) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i42]" time="4.478"><properties><property name="score" value="0.7" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i43]" time="3.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i44]" time="8.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i45]" time="2.651"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600111 [489] (title: A GMM-UBM Based) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600111 [489] (title: A GMM-UBM Based) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i46]" time="7.617"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i47]" time="6.620"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600114 [590] (title: An Analysis of ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600114 [590] (title: An Analysis of ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i48]" time="10.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i49]" time="4.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i50]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i51]" time="5.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i52]" time="4.494"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i53]" time="4.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i54]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i55]" time="4.527"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i56]" time="6.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i57]" time="7.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i58]" time="5.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i59]" time="6.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i60]" time="5.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i61]" time="5.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i62]" time="4.604"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i63]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i64]" time="4.525"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600150 [867] (title: User Associatio) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600150 [867] (title: User Associatio) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i65]" time="16.584"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i66]" time="3.480"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600154 [719] (title: Prediction of H) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600154 [719] (title: Prediction of H) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i67]" time="4.738"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i68]" time="2.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i69]" time="5.454"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i70]" time="4.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i71]" time="5.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i72]" time="4.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i73]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i74]" time="3.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i75]" time="3.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i76]" time="5.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i77]" time="4.540"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i78]" time="4.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i79]" time="5.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i80]" time="4.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i81]" time="6.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i82]" time="8.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i83]" time="7.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i84]" time="5.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i85]" time="5.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i86]" time="5.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i87]" time="3.578"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i88]" time="6.511"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600210 [1049] (title: A Fingerprint L) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600210 [1049] (title: A Fingerprint L) is a human-generated sample, misclassified as AI-generated with confidence 0.99
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i89]" time="5.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i90]" time="7.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i91]" time="4.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i92]" time="5.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i93]" time="13.574"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i94]" time="3.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i95]" time="4.476"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600225 [969] (title: Quantum Key Int) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600225 [969] (title: Quantum Key Int) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i96]" time="2.547"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600228 [473] (title: TMVM: Truncated) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600228 [473] (title: TMVM: Truncated) is a human-generated sample, misclassified as AI-generated with confidence 0.99
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i97]" time="5.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i98]" time="5.517"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600233 [961] (title: Power System Fr) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600233 [961] (title: Power System Fr) is a human-generated sample, misclassified as AI-generated with confidence 1.0
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i99]" time="4.494"><properties><property name="score" value="0.86" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600234 [880] (title: Association Ana) is a human-generated sample, misclassified as AI-generated with confidence 0.86&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600234 [880] (title: Association Ana) is a human-generated sample, misclassified as AI-generated with confidence 0.86
-    assert 'AI' == 'Human'
-      - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i0]" time="3.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i1]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i2]" time="3.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i3]" time="5.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i4]" time="6.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i5]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i6]" time="8.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i7]" time="4.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i8]" time="6.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i9]" time="6.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i10]" time="4.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i11]" time="3.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i12]" time="4.425"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i13]" time="4.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i14]" time="3.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i15]" time="3.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i16]" time="5.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i17]" time="5.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i18]" time="4.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i19]" time="5.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i20]" time="3.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i21]" time="6.793"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i22]" time="5.965"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i23]" time="3.618"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i24]" time="5.582"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i25]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i26]" time="5.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i27]" time="5.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i28]" time="3.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i29]" time="4.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i30]" time="4.726"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i31]" time="5.769"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i32]" time="7.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i33]" time="4.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i34]" time="4.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i35]" time="9.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i36]" time="6.510"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i37]" time="4.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i38]" time="5.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i39]" time="4.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i40]" time="7.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i41]" time="3.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i42]" time="10.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i43]" time="10.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i44]" time="3.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i45]" time="5.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i46]" time="6.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i47]" time="3.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i48]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i49]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i50]" time="4.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i51]" time="5.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i52]" time="8.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i53]" time="6.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i54]" time="5.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i55]" time="6.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i56]" time="6.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i57]" time="8.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i58]" time="5.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i59]" time="7.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i60]" time="5.045"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i61]" time="4.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i62]" time="3.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i63]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i64]" time="3.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i65]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i66]" time="7.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i67]" time="5.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i68]" time="4.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i69]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i70]" time="3.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i71]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i72]" time="5.591"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i73]" time="6.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i74]" time="5.064"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i75]" time="3.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i76]" time="5.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i77]" time="4.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i78]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i79]" time="3.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i80]" time="5.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i81]" time="9.685"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i82]" time="7.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i83]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i84]" time="6.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i85]" time="5.380"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i86]" time="4.589"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i87]" time="4.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i88]" time="7.754"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i89]" time="4.661"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i90]" time="5.602"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i91]" time="4.660"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i92]" time="3.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i93]" time="6.113"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i94]" time="9.149"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i95]" time="9.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i96]" time="17.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i97]" time="6.577"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i98]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i99]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i0]" time="3.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i1]" time="4.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i2]" time="3.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i3]" time="5.495"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600013 (title: Robust offline trained neural network for TDOA bas) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600013 (title: Robust offline trained neural network for TDOA bas) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00310_generated.txt]" time="10.520"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00310_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00310_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
     assert 'Human' == 'AI'
       - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i4]" time="4.506"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600014 (title: Gaussian MAC with Feedback and Strictly Causal Sta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600014 (title: Gaussian MAC with Feedback and Strictly Causal Sta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.06230_generated.txt]" time="12.539"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.06230_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.06230_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
     assert 'Human' == 'AI'
       - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i5]" time="6.377"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i6]" time="4.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i7]" time="2.494"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i8]" time="4.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i9]" time="5.492"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i10]" time="6.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i11]" time="5.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i12]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i13]" time="11.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i14]" time="15.585"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600045 (title: A Method Based on Frequent Pattern Mining to Predi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600045 (title: A Method Based on Frequent Pattern Mining to Predi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.06012_generated.txt]" time="8.588"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.06012_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.06012_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
     assert 'Human' == 'AI'
       - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i15]" time="4.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i16]" time="5.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i17]" time="7.613"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i18]" time="7.626"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i19]" time="8.886"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i20]" time="4.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i21]" time="3.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i22]" time="3.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i23]" time="5.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i24]" time="7.583"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i25]" time="3.056"><failure message="httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;">E   httpcore.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.01676_generated.txt]" time="9.511"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.01676_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.01676_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2112.00405_generated.txt]" time="18.598"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2112.00405_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2112.00405_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[gpt_patient_summary.txt]" time="3.458"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: gpt_patient_summary.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: gpt_patient_summary.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[gpt_exercise.txt]" time="7.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.05241_generated.txt]" time="13.580"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.05241_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.05241_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.12645_generated.txt]" time="8.483"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.12645_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.12645_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.07793_generated.txt]" time="15.565"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.07793_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.07793_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[cleaned_2111.00086_generated.txt]" time="14.570"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: cleaned_2111.00086_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: cleaned_2111.00086_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.10340_generated.txt]" time="25.667"><properties><property name="score" value="0.6" /></properties><failure message="AssertionError: 2110.10340_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.6&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.10340_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.6
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.11115_generated.txt]" time="8.543"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.11115_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.11115_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.15093_generated.txt]" time="8.514"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.15093_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.15093_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.01515_generated.txt]" time="19.956"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.01515_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.01515_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.12501_generated.txt]" time="11.554"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.12501_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.12501_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02041_generated.txt]" time="23.627"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02041_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02041_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.01023_generated.txt]" time="11.523"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: 2111.01023_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.01023_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.03715_generated.txt]" time="14.101"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.03715_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.03715_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[cgpt_analysis_explosion.txt]" time="9.592"><properties><property name="score" value="0.6699999999999999" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02760_generated.txt]" time="23.767"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02760_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02760_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02574_generated.txt]" time="10.572"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02574_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02574_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15023_generated.txt]" time="14.599"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.15023_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15023_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.03320_generated.txt]" time="9.558"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.03320_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.03320_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[gpt_patient_narrative.txt]" time="6.467"><properties><property name="score" value="0.84" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15317_generated.txt]" time="11.528"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.15317_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15317_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.06181_generated.txt]" time="11.545"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.06181_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.06181_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.03294_generated.txt]" time="22.607"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.03294_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.03294_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.15436_generated.txt]" time="12.570"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.15436_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.15436_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00867_generated.txt]" time="9.515"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00867_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00867_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.05754_generated.txt]" time="21.631"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.05754_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.05754_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[dv_t1_aliens.txt]" time="7.513"><properties><property name="score" value="0.67" /></properties><failure message="AssertionError: dv_t1_aliens.txt is an LLM-generated file, misclassified as human-generated with confidence 0.67&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: dv_t1_aliens.txt is an LLM-generated file, misclassified as human-generated with confidence 0.67
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.12341_generated.txt]" time="19.622"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.12341_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.12341_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00086_generated.txt]" time="13.591"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00086_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00086_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02326_generated.txt]" time="12.557"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02326_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02326_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00514_generated.txt]" time="16.650"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00514_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00514_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.14532_generated.txt]" time="12.549"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.14532_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.14532_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.07408_generated.txt]" time="9.504"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.07408_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.07408_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00035_generated.txt]" time="14.597"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00035_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00035_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02687_generated.txt]" time="9.512"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02687_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02687_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.05204_generated.txt]" time="9.578"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.05204_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.05204_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.10478_generated.txt]" time="14.585"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.10478_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.10478_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02188_generated.txt]" time="11.556"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02188_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02188_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.10575_generated.txt]" time="8.513"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.10575_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.10575_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.07525_generated.txt]" time="8.492"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.07525_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.07525_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.10577_generated.txt]" time="10.562"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.10577_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.10577_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.15473_generated.txt]" time="9.537"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.15473_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.15473_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[bing_c_abstract.txt]" time="4.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.10778_generated.txt]" time="9.511"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.10778_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.10778_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.13900_generated.txt]" time="14.634"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.13900_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.13900_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.04416_generated.txt]" time="12.575"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.04416_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.04416_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.03913_generated.txt]" time="13.595"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.03913_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.03913_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.01706_generated.txt]" time="9.526"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.01706_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.01706_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.01243_generated.txt]" time="12.542"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.01243_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.01243_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.11879_generated.txt]" time="8.535"><properties><property name="score" value="0.75" /></properties><failure message="AssertionError: 2110.11879_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.75&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.11879_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.75
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.10329_generated.txt]" time="10.550"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.10329_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.10329_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.04507_generated.txt]" time="14.565"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.04507_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.04507_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.03837_generated.txt]" time="17.600"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: 2111.03837_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.03837_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00572_generated.txt]" time="11.535"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: 2111.00572_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00572_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.11984_generated.txt]" time="15.589"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.11984_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.11984_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.06464_generated.txt]" time="13.564"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.06464_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.06464_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[cgpt_hs_essay2.txt]" time="8.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02110_generated.txt]" time="12.586"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02110_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02110_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[cgpt_hs_essay.txt]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15802_generated.txt]" time="12.567"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.15802_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15802_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.11589_generated.txt]" time="9.513"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.11589_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.11589_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15724_generated.txt]" time="15.614"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.15724_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15724_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15130_generated.txt]" time="9.526"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.15130_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15130_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.06644_generated.txt]" time="17.615"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.06644_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.06644_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[bard_news.txt]" time="15.590"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.01322_generated.txt]" time="8.515"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.01322_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.01322_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[about_me_short.txt]" time="4.490"><properties><property name="score" value="0.79" /></properties><failure message="AssertionError: about_me_short.txt is an LLM-generated file, misclassified as human-generated with confidence 0.79&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: about_me_short.txt is an LLM-generated file, misclassified as human-generated with confidence 0.79
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[bing_b_song.txt]" time="4.542"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: bing_b_song.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: bing_b_song.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00526_generated.txt]" time="11.099"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00526_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00526_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.12010_generated.txt]" time="8.506"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.12010_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.12010_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[cgpt_planet_abs.txt]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.13317_generated.txt]" time="16.602"><properties><property name="score" value="0.57" /></properties><failure message="AssertionError: 2110.13317_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.57&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.13317_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.57
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[gpt_santos_long.txt]" time="7.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[gpt_santos_short.txt]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02643_generated.txt]" time="17.598"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02643_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02643_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[about_me.txt]" time="10.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15534_generated.txt]" time="9.540"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.15534_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15534_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.07611_generated.txt]" time="9.518"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.07611_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.07611_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.13658_generated.txt]" time="11.534"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.13658_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.13658_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15725_generated.txt]" time="12.198"><properties><property name="score" value="0.92" /></properties><failure message="AssertionError: 2110.15725_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.92&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15725_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.92
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.01231_generated.txt]" time="18.564"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.01231_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.01231_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.10319_generated.txt]" time="8.514"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: 2110.10319_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.10319_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.01340_generated.txt]" time="9.531"><properties><property name="score" value="0.78" /></properties><failure message="AssertionError: 2111.01340_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.78&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.01340_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.78
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.07699_generated.txt]" time="14.604"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.07699_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.07699_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15705_generated.txt]" time="13.741"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.15705_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15705_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02844_generated.txt]" time="12.563"><properties><property name="score" value="0.6" /></properties><failure message="AssertionError: 2111.02844_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.6&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02844_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.6
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.04130_generated.txt]" time="11.561"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.04130_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.04130_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02259_generated.txt]" time="10.509"><properties><property name="score" value="0.75" /></properties><failure message="AssertionError: 2111.02259_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.75&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02259_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.75
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00180_generated.txt]" time="24.638"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00180_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00180_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.04574_generated.txt]" time="15.591"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.04574_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.04574_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00808_generated.txt]" time="19.617"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00808_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00808_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.12765_generated.txt]" time="12.569"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.12765_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.12765_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.13229_generated.txt]" time="9.023"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.13229_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.13229_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00554_generated.txt]" time="17.180"><properties><property name="score" value="0.81" /></properties><failure message="AssertionError: 2111.00554_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.81&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00554_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.81
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.11207_generated.txt]" time="18.593"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.11207_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.11207_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.00607_generated.txt]" time="9.538"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.00607_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.00607_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.07267_generated.txt]" time="9.509"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.07267_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.07267_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.11205_generated.txt]" time="11.568"><properties><property name="score" value="0.91" /></properties><failure message="AssertionError: 2110.11205_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.91&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.11205_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.91
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[bard_internet_abstract.txt]" time="8.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.03945_generated.txt]" time="11.561"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.03945_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.03945_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.12383_generated.txt]" time="8.525"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.12383_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.12383_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2111.02362_generated.txt]" time="8.521"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2111.02362_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2111.02362_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[2110.15799_generated.txt]" time="12.555"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: 2110.15799_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: 2110.15799_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_llm_sample[bard_abstract.txt]" time="3.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i0]" time="5.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i1]" time="10.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i2]" time="4.478"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i3]" time="6.442"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i4]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i5]" time="6.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i6]" time="9.656"><properties><property name="score" value="0.94" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255006 (len: 365) is a human-generated sample, misclassified as AI-generated with confidence 0.94&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255006 (len: 365) is a human-generated sample, misclassified as AI-generated with confidence 0.94
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i7]" time="7.221"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i8]" time="5.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i9]" time="3.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i10]" time="3.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i11]" time="9.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i12]" time="12.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i13]" time="14.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i14]" time="4.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i15]" time="9.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i16]" time="4.478"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255016 (len: 92) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255016 (len: 92) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i17]" time="3.441"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i18]" time="8.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i19]" time="7.478"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i20]" time="10.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i21]" time="8.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i22]" time="7.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i23]" time="5.717"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i24]" time="4.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i25]" time="9.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i26]" time="11.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i27]" time="16.562"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i28]" time="11.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i29]" time="7.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i30]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i31]" time="2.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i32]" time="5.456"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i33]" time="8.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i34]" time="9.491"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i35]" time="7.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i36]" time="8.502"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i37]" time="11.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i38]" time="6.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i39]" time="6.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i40]" time="8.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i41]" time="8.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i42]" time="10.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i43]" time="3.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i44]" time="6.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i45]" time="23.695"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i46]" time="13.632"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i47]" time="9.582"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i48]" time="6.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i49]" time="10.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i50]" time="19.654"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i51]" time="18.592"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i52]" time="6.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i53]" time="5.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i54]" time="9.680"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i55]" time="17.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i56]" time="11.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i57]" time="7.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i58]" time="10.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i59]" time="4.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i60]" time="11.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i61]" time="12.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i62]" time="2.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i63]" time="4.430"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i64]" time="4.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i65]" time="14.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i66]" time="3.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i67]" time="7.502"><properties><property name="score" value="0.6" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255067 (len: 847) is a human-generated sample, misclassified as AI-generated with confidence 0.6&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255067 (len: 847) is a human-generated sample, misclassified as AI-generated with confidence 0.6
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i68]" time="8.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i69]" time="9.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i70]" time="4.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i71]" time="13.587"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i72]" time="6.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i73]" time="13.630"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i74]" time="8.653"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i75]" time="8.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i76]" time="16.630"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i77]" time="6.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i78]" time="11.611"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i79]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i80]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i81]" time="16.921"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i82]" time="3.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i83]" time="15.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i84]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i85]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i86]" time="8.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i87]" time="10.437"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i88]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i89]" time="19.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i90]" time="3.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i91]" time="4.436"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i92]" time="8.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i93]" time="7.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i94]" time="10.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i95]" time="9.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i96]" time="24.685"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i97]" time="4.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i98]" time="16.634"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i99]" time="3.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i100]" time="8.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i101]" time="9.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i102]" time="25.648"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i103]" time="12.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i104]" time="7.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i105]" time="14.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i106]" time="18.626"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i107]" time="4.454"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i108]" time="7.543"><properties><property name="score" value="0.8" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255108 (len: 358) is a human-generated sample, misclassified as AI-generated with confidence 0.8&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255108 (len: 358) is a human-generated sample, misclassified as AI-generated with confidence 0.8
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i109]" time="12.583"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i110]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i111]" time="8.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i112]" time="11.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i113]" time="10.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i114]" time="6.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i115]" time="9.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i116]" time="12.660"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i117]" time="11.583"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i118]" time="10.597"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i119]" time="20.690"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i120]" time="7.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i121]" time="11.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i122]" time="22.640"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i123]" time="8.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i124]" time="10.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i125]" time="9.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i126]" time="7.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i127]" time="7.492"><properties><property name="score" value="0.64" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i128]" time="12.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i129]" time="7.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i130]" time="9.573"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i131]" time="10.613"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i132]" time="3.781"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i133]" time="9.716"><properties><property name="score" value="0.66" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i134]" time="4.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i135]" time="17.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i136]" time="10.634"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i137]" time="13.647"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i138]" time="7.854"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i139]" time="19.622"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i140]" time="5.615"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i141]" time="11.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i142]" time="21.630"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i143]" time="9.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i144]" time="10.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i145]" time="8.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i146]" time="6.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i147]" time="11.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i148]" time="13.580"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i149]" time="8.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i150]" time="4.478"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i151]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i152]" time="3.453"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i153]" time="4.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i154]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i155]" time="10.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i156]" time="20.664"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i157]" time="12.591"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i158]" time="4.472"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i159]" time="12.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i160]" time="10.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i161]" time="11.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i162]" time="12.596"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i163]" time="8.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i164]" time="14.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i165]" time="13.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i166]" time="6.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i167]" time="2.451"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i168]" time="11.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i169]" time="10.556"><properties><property name="score" value="0.66" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i170]" time="13.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i171]" time="10.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i172]" time="7.273"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i173]" time="11.720"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i174]" time="4.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i175]" time="8.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i176]" time="11.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i177]" time="6.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i178]" time="6.490"><properties><property name="score" value="0.86" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i179]" time="15.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i180]" time="9.587"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i181]" time="7.518"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i182]" time="7.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i183]" time="10.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i184]" time="5.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i185]" time="7.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i186]" time="5.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i187]" time="9.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i188]" time="13.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i189]" time="8.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i190]" time="12.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i191]" time="11.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i192]" time="15.595"><failure message="httpx.ConnectError: [Errno -3] Temporary failure in name resolution">E   socket.gaierror: [Errno -3] Temporary failure in name resolution
+
+During handling of the above exception, another exception occurred:
+E   httpcore.ConnectError: [Errno -3] Temporary failure in name resolution
 
 The above exception was the direct cause of the following exception:
-E   httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i26]" time="4.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i27]" time="6.555"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600080 (title: Identification of Coronary Artery Diseased Subject) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600080 (title: Identification of Coronary Artery Diseased Subject) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i28]" time="5.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i29]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i30]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i31]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i32]" time="6.502"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600088 (title: Weighted Nuclear Norm and TV Regularization based ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600088 (title: Weighted Nuclear Norm and TV Regularization based ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i33]" time="4.812"><failure message="httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;">E   httpcore.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;
-
-The above exception was the direct cause of the following exception:
-E   httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i34]" time="4.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i35]" time="8.526"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600091 (title: Improved Epoch Extraction Using Variational Mode D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600091 (title: Improved Epoch Extraction Using Variational Mode D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i36]" time="4.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i37]" time="5.490"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600094 (title: NLOS Detection and Mitigation for UWB/IMU Fusion S) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600094 (title: NLOS Detection and Mitigation for UWB/IMU Fusion S) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i38]" time="5.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i39]" time="6.556"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i40]" time="7.540"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600099 (title: Ranking-based Collaborative Clustering for Heterog) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600099 (title: Ranking-based Collaborative Clustering for Heterog) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i41]" time="4.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i42]" time="5.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i43]" time="4.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i44]" time="5.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i45]" time="3.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i46]" time="6.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i47]" time="3.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i48]" time="12.519"><properties><property name="score" value="0.5700000000000001" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i49]" time="3.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i50]" time="3.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i51]" time="5.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i52]" time="5.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i53]" time="5.493"><properties><property name="score" value="0.95" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600131 (title: Cell-Phone Identification from Recompressed Audio ) is an LLM-generated sample, misclassified as human-generated with confidence 0.95&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600131 (title: Cell-Phone Identification from Recompressed Audio ) is an LLM-generated sample, misclassified as human-generated with confidence 0.95
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i54]" time="6.497"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600132 (title: Spatial Image Steganalysis Based on ResNeXt) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600132 (title: Spatial Image Steganalysis Based on ResNeXt) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i55]" time="4.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i56]" time="4.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i57]" time="4.490"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i58]" time="9.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i59]" time="4.510"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600143 (title: Balanced Use of Battery Power in Ad-hoc Wireless S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600143 (title: Balanced Use of Battery Power in Ad-hoc Wireless S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i60]" time="5.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i61]" time="3.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i62]" time="5.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i63]" time="4.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i64]" time="4.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i65]" time="6.571"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600153 (title: A New Combinatorial Design Based Data En-Route Fil) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600153 (title: A New Combinatorial Design Based Data En-Route Fil) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i66]" time="4.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i67]" time="4.490"><properties><property name="score" value="0.91" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i68]" time="4.487"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i69]" time="4.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i70]" time="6.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i71]" time="6.040"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600169 (title: LayerOS: Scheduling Apps between the Local System ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600169 (title: LayerOS: Scheduling Apps between the Local System ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i72]" time="5.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i73]" time="5.536"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600178 (title: Cost Effective Hash Chain Based Key Pre-Distributi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600178 (title: Cost Effective Hash Chain Based Key Pre-Distributi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i74]" time="3.556"><properties><property name="score" value="0.63" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600186 (title: Atmospheric Absorption Loss Estimation of Terahert) is an LLM-generated sample, misclassified as human-generated with confidence 0.63&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600186 (title: Atmospheric Absorption Loss Estimation of Terahert) is an LLM-generated sample, misclassified as human-generated with confidence 0.63
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i75]" time="4.589"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i76]" time="8.549"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600190 (title: Manner of Articulation based Split Lattices for Ph) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600190 (title: Manner of Articulation based Split Lattices for Ph) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i77]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i78]" time="9.681"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i79]" time="4.822"><properties><property name="score" value="0.9299999999999999" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i80]" time="7.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i81]" time="7.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i82]" time="13.558"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600201 (title: Control and Management of Optical Networks Using O) is an LLM-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600201 (title: Control and Management of Optical Networks Using O) is an LLM-generated sample, misclassified as human-generated with confidence 0.98
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i83]" time="4.500"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600202 (title: Mridangam Artist Identification from Taniavartanam) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600202 (title: Mridangam Artist Identification from Taniavartanam) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i84]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i85]" time="3.482"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600206 (title: A 3D Placement of Unmanned Aerial Vehicle Base Sta) is an LLM-generated sample, misclassified as human-generated with confidence 0.97&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600206 (title: A 3D Placement of Unmanned Aerial Vehicle Base Sta) is an LLM-generated sample, misclassified as human-generated with confidence 0.97
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i86]" time="7.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i87]" time="4.520"><properties><property name="score" value="0.96" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i88]" time="7.149"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i89]" time="4.477"><properties><property name="score" value="0.69" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i90]" time="4.450"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i91]" time="4.490"><properties><property name="score" value="0.6599999999999999" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i92]" time="6.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i93]" time="4.480"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600219 (title: Deep Learning Intrusion Detection Model Based on O) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600219 (title: Deep Learning Intrusion Detection Model Based on O) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i94]" time="3.459"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i95]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i96]" time="2.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i97]" time="3.484"><properties><property name="score" value="0.84" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600231 (title: Uplink Asynchronous Fractional Pilots Scheduling i) is an LLM-generated sample, misclassified as human-generated with confidence 0.84&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600231 (title: Uplink Asynchronous Fractional Pilots Scheduling i) is an LLM-generated sample, misclassified as human-generated with confidence 0.84
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i98]" time="5.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i99]" time="5.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i0]" time="7.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i1]" time="3.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i2]" time="4.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i3]" time="2.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i4]" time="5.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i5]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i6]" time="5.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i7]" time="4.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i8]" time="8.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i9]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i10]" time="6.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i11]" time="6.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i12]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i13]" time="3.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i14]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i15]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i16]" time="3.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i17]" time="3.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i18]" time="4.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i19]" time="4.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i20]" time="3.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i21]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i22]" time="5.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i23]" time="4.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i24]" time="5.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i25]" time="5.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i26]" time="7.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i27]" time="10.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i28]" time="5.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i29]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i30]" time="3.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i31]" time="5.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i32]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i33]" time="5.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i34]" time="3.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i35]" time="3.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i36]" time="6.902"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i37]" time="5.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i38]" time="3.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i39]" time="4.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i40]" time="9.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i41]" time="4.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i42]" time="3.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i43]" time="8.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i44]" time="3.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i45]" time="9.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i46]" time="8.372"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i47]" time="5.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i48]" time="4.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i49]" time="4.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i50]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i51]" time="6.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i52]" time="11.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i53]" time="6.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i54]" time="7.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i55]" time="5.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i56]" time="5.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i57]" time="4.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i58]" time="6.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i59]" time="9.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i60]" time="7.636"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i61]" time="3.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i62]" time="3.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i63]" time="4.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i64]" time="3.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i65]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i66]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i67]" time="5.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i68]" time="6.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i69]" time="4.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i70]" time="6.988"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i71]" time="4.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i72]" time="11.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i73]" time="8.498"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-vicuna-generation.jsonl:8600178 (title: Cost Effective Hash Chain Based Key Pre-Distributi) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-vicuna-generation.jsonl:8600178 (title: Cost Effective Hash Chain Based Key Pre-Distributi) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i74]" time="3.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i75]" time="6.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i76]" time="4.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i77]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i78]" time="5.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i79]" time="3.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i80]" time="7.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i81]" time="5.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i82]" time="5.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i83]" time="12.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i84]" time="4.411"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i85]" time="8.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i86]" time="4.646"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i87]" time="4.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i88]" time="5.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i89]" time="4.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i90]" time="8.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i91]" time="8.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i92]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i93]" time="3.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i94]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i95]" time="2.866"><failure message="httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;">E   httpcore.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;
-
-The above exception was the direct cause of the following exception:
-E   httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;</failure></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i96]" time="4.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i97]" time="6.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i98]" time="5.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i99]" time="4.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i0]" time="4.484"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i1]" time="3.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i2]" time="8.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i3]" time="3.501"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:4 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:4 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i4]" time="2.395"><failure message="httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;">E   httpcore.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;
-
-The above exception was the direct cause of the following exception:
-E   httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i5]" time="4.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i6]" time="3.480"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:7 was misclassified with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:7 was misclassified with confidence 0.99
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i7]" time="3.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i8]" time="5.493"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i9]" time="2.473"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:10 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:10 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i10]" time="8.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i11]" time="5.427"><failure message="httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;">E   httpcore.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;
-
-The above exception was the direct cause of the following exception:
-E   httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i12]" time="4.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i13]" time="8.507"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:14 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:14 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i14]" time="4.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i15]" time="2.630"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i16]" time="12.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i17]" time="7.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i18]" time="7.527"><properties><property name="score" value="0.59" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:19 was misclassified with confidence 0.59&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:19 was misclassified with confidence 0.59
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i19]" time="6.652"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i20]" time="6.494"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:21 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:21 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i21]" time="9.527"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:22 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:22 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i22]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i23]" time="7.569"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:24 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:24 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i24]" time="8.547"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:25 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:25 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i25]" time="5.491"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:26 was misclassified with confidence 0.97&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:26 was misclassified with confidence 0.97
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i26]" time="3.543"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:27 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:27 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i27]" time="13.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i28]" time="9.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i29]" time="6.519"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:30 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:30 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i30]" time="5.526"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:31 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:31 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i31]" time="8.637"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:32 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:32 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i32]" time="7.592"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i33]" time="7.535"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:34 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:34 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i34]" time="1.449"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:35 was misclassified with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:35 was misclassified with confidence 0.99
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i35]" time="2.595"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:36 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:36 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i36]" time="8.577"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i37]" time="8.571"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i38]" time="9.539"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:40 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:40 was misclassified with confidence 1.0
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i39]" time="3.517"><properties><property name="score" value="0.93" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:41 was misclassified with confidence 0.93&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:41 was misclassified with confidence 0.93
-    assert 'Human' == 'AI'
-      - AI
-      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i40]" time="7.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i41]" time="9.650"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i42]" time="2.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i43]" time="3.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i44]" time="12.603"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i45]" time="5.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i46]" time="5.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i47]" time="3.503"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i0]" time="8.542"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:51 was misclassified with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/gptzero_eval.csv:51 was misclassified with confidence 0.99
+E   httpx.ConnectError: [Errno -3] Temporary failure in name resolution</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i193]" time="11.641"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i194]" time="12.583"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i195]" time="4.536"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i196]" time="6.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i197]" time="16.659"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i198]" time="9.596"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i199]" time="8.580"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i200]" time="8.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i201]" time="11.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i202]" time="11.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i203]" time="14.596"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i204]" time="7.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i205]" time="7.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i206]" time="10.560"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i207]" time="9.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i208]" time="6.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i209]" time="9.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i210]" time="4.574"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i211]" time="9.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i212]" time="13.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i213]" time="3.449"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i214]" time="11.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i215]" time="7.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i216]" time="0.387"><failure message="TypeError: int() argument must be a string, a bytes-like object or a real number, not 'NoneType'">E   TypeError: int() argument must be a string, a bytes-like object or a real number, not 'NoneType'</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i217]" time="19.604"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i218]" time="9.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i219]" time="10.652"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i220]" time="4.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i221]" time="4.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i222]" time="8.581"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i223]" time="10.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i224]" time="9.624"><properties><property name="score" value="0.96" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i225]" time="4.591"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i226]" time="10.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i227]" time="7.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i228]" time="9.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i229]" time="8.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i230]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i231]" time="5.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i232]" time="8.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i233]" time="2.449"><properties><property name="score" value="0.5700000000000001" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255233 (len: 74) is a human-generated sample, misclassified as AI-generated with confidence 0.57&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255233 (len: 74) is a human-generated sample, misclassified as AI-generated with confidence 0.57
     assert 'AI' == 'Human'
       - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i1]" time="9.536"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i2]" time="10.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i3]" time="7.578"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i4]" time="7.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i5]" time="8.972"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i6]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i7]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i8]" time="7.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i9]" time="14.580"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i10]" time="7.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i11]" time="11.586"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i12]" time="9.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i13]" time="11.712"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i14]" time="9.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i15]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i16]" time="10.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i17]" time="11.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i18]" time="10.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i19]" time="7.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i20]" time="9.549"><properties><property name="score" value="0.92" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i21]" time="7.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i22]" time="6.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i23]" time="4.281"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i24]" time="8.515"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:75 was misclassified with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/gptzero_eval.csv:75 was misclassified with confidence 0.99
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i234]" time="3.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i235]" time="8.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i236]" time="14.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i237]" time="12.614"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i238]" time="3.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i239]" time="8.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i240]" time="7.144"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i241]" time="8.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i242]" time="11.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i243]" time="10.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i244]" time="11.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i245]" time="11.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i246]" time="3.817"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i247]" time="10.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i248]" time="9.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i249]" time="8.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i250]" time="15.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i251]" time="10.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i252]" time="12.944"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i253]" time="8.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i254]" time="6.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i255]" time="10.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i256]" time="7.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i257]" time="3.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i258]" time="12.629"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i259]" time="9.202"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i260]" time="8.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i261]" time="14.528"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i262]" time="15.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i263]" time="16.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i264]" time="12.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i265]" time="10.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i266]" time="5.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i267]" time="10.804"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i268]" time="12.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i269]" time="10.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i270]" time="12.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i271]" time="8.522"><properties><property name="score" value="0.79" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i272]" time="10.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i273]" time="10.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i274]" time="7.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i275]" time="5.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i276]" time="8.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i277]" time="9.706"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i278]" time="9.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i279]" time="8.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i280]" time="9.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i281]" time="4.456"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i282]" time="13.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i283]" time="10.598"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i284]" time="12.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i285]" time="5.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i286]" time="8.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i287]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i288]" time="9.822"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i289]" time="16.135"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i290]" time="11.045"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i291]" time="9.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i292]" time="6.977"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i293]" time="10.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i294]" time="13.769"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i295]" time="7.609"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i296]" time="6.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i297]" time="7.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i298]" time="5.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i299]" time="7.626"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i300]" time="13.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i301]" time="6.592"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i302]" time="15.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i303]" time="8.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i304]" time="2.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i305]" time="2.424"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i306]" time="9.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i307]" time="6.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i308]" time="9.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i309]" time="10.294"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i310]" time="9.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i311]" time="13.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i312]" time="9.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i313]" time="9.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i314]" time="11.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i315]" time="7.720"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i316]" time="7.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i317]" time="4.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i318]" time="16.625"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i319]" time="10.530"><properties><property name="score" value="0.69" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i320]" time="6.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i321]" time="14.629"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i322]" time="9.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i323]" time="8.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i324]" time="9.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i325]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i326]" time="5.198"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i327]" time="9.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i328]" time="14.590"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i329]" time="2.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i330]" time="8.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i331]" time="11.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i332]" time="8.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i333]" time="3.619"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i334]" time="6.434"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i335]" time="8.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i336]" time="7.518"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i337]" time="5.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i338]" time="10.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i339]" time="19.635"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i340]" time="10.539"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i341]" time="7.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i342]" time="8.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i343]" time="3.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i344]" time="8.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i345]" time="7.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i346]" time="13.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i347]" time="9.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i348]" time="10.533"><properties><property name="score" value="0.67" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i349]" time="4.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i350]" time="8.453"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i351]" time="2.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i352]" time="7.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i353]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i354]" time="2.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i355]" time="13.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i356]" time="5.472"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255356 (len: 326) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255356 (len: 326) is a human-generated sample, misclassified as AI-generated with confidence 1.0
     assert 'AI' == 'Human'
       - Human
-      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i25]" time="10.596"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i26]" time="4.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i27]" time="3.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i28]" time="8.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i29]" time="8.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i30]" time="5.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i31]" time="4.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i32]" time="11.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i33]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i34]" time="6.124"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i35]" time="8.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i36]" time="6.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i37]" time="3.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i38]" time="8.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i39]" time="5.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i40]" time="4.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i41]" time="6.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i42]" time="8.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i43]" time="4.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i44]" time="3.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i45]" time="5.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i46]" time="7.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i47]" time="3.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i48]" time="3.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i49]" time="4.580"><properties><property name="score" value="1.0" /></properties></testcase></testsuite></testsuites>
\ No newline at end of file
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i357]" time="15.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i358]" time="11.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i359]" time="6.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i360]" time="3.488"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i361]" time="11.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i362]" time="11.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i363]" time="8.155"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i364]" time="9.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i365]" time="4.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i366]" time="13.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i367]" time="10.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i368]" time="9.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i369]" time="11.583"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i370]" time="12.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i371]" time="10.518"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i372]" time="16.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i373]" time="3.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i374]" time="9.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i375]" time="8.600"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i376]" time="10.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i377]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i378]" time="5.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i379]" time="6.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i380]" time="4.915"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i381]" time="7.558"><properties><property name="score" value="0.91" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i382]" time="11.581"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i383]" time="10.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i384]" time="9.596"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i385]" time="3.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i386]" time="9.524"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i387]" time="13.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i388]" time="8.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i389]" time="4.974"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i390]" time="12.632"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i391]" time="3.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i392]" time="8.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i393]" time="6.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i394]" time="12.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i395]" time="9.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i396]" time="12.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i397]" time="13.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i398]" time="9.578"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i399]" time="8.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i400]" time="8.937"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i401]" time="11.610"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i402]" time="5.548"><properties><property name="score" value="0.65" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i403]" time="7.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i404]" time="7.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i405]" time="7.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i406]" time="9.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i407]" time="8.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i408]" time="11.640"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i409]" time="13.134"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i410]" time="6.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i411]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i412]" time="6.508"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i413]" time="9.508"><properties><property name="score" value="0.87" /></properties><failure message="AssertionError: samples/webtext.test.jsonl:255413 (len: 395) is a human-generated sample, misclassified as AI-generated with confidence 0.87&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/webtext.test.jsonl:255413 (len: 395) is a human-generated sample, misclassified as AI-generated with confidence 0.87
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i414]" time="9.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i415]" time="8.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i416]" time="10.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i417]" time="5.613"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i418]" time="5.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i419]" time="4.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i420]" time="8.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i421]" time="11.610"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i422]" time="5.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i423]" time="12.530"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i424]" time="10.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i425]" time="12.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i426]" time="6.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i427]" time="12.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i428]" time="9.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i429]" time="7.585"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i430]" time="14.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i431]" time="12.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i432]" time="5.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i433]" time="8.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i434]" time="7.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i435]" time="4.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i436]" time="9.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i437]" time="10.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i438]" time="6.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i439]" time="7.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i440]" time="6.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i441]" time="8.510"><properties><property name="score" value="0.82" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i442]" time="6.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i443]" time="7.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i444]" time="10.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i445]" time="8.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i446]" time="11.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i447]" time="9.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i448]" time="18.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i449]" time="13.633"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i450]" time="2.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i451]" time="10.490"><properties><property name="score" value="0.68" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i452]" time="11.589"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i453]" time="8.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i454]" time="17.622"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i455]" time="14.122"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i456]" time="7.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i457]" time="4.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i458]" time="3.602"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i459]" time="12.505"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i460]" time="6.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i461]" time="9.504"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i462]" time="5.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i463]" time="8.540"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i464]" time="7.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i465]" time="10.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i466]" time="10.552"><properties><property name="score" value="0.63" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i467]" time="8.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i468]" time="15.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i469]" time="3.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i470]" time="12.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i471]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i472]" time="11.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i473]" time="6.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i474]" time="6.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i475]" time="14.582"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i476]" time="10.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i477]" time="9.543"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i478]" time="9.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i479]" time="9.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i480]" time="8.992"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i481]" time="10.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i482]" time="13.598"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i483]" time="7.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i484]" time="6.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i485]" time="5.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i486]" time="7.532"><properties><property name="score" value="0.66" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i487]" time="7.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i488]" time="5.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i489]" time="11.770"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i490]" time="4.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i491]" time="11.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i492]" time="7.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i493]" time="7.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i494]" time="7.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i495]" time="8.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i496]" time="11.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i497]" time="3.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i498]" time="8.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_human_jsonl[i499]" time="9.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i0]" time="10.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i1]" time="7.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i2]" time="8.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i3]" time="7.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i4]" time="11.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i5]" time="6.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i6]" time="11.600"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i7]" time="10.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i8]" time="8.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i9]" time="11.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i10]" time="7.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i11]" time="9.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i12]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i13]" time="10.577"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i14]" time="8.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i15]" time="8.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i16]" time="7.922"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i17]" time="14.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i18]" time="7.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i19]" time="17.605"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i20]" time="3.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i21]" time="11.654"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i22]" time="6.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i23]" time="12.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i24]" time="4.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i25]" time="9.605"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i26]" time="7.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i27]" time="8.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i28]" time="11.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i29]" time="15.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i30]" time="9.588"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i31]" time="17.598"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i32]" time="11.584"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i33]" time="8.569"><properties><property name="score" value="0.56" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.56&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.56
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i34]" time="9.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i35]" time="7.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i36]" time="7.465"><properties><property name="score" value="0.57" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i37]" time="9.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i38]" time="8.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i39]" time="10.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i40]" time="8.259"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i41]" time="6.477"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i42]" time="9.513"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i43]" time="6.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i44]" time="9.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i45]" time="7.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i46]" time="6.493"><properties><property name="score" value="0.88" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i47]" time="9.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i48]" time="8.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i49]" time="8.502"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i50]" time="10.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i51]" time="7.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i52]" time="11.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i53]" time="9.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i54]" time="16.011"><properties><property name="score" value="0.55" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i55]" time="17.701"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i56]" time="12.629"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i57]" time="6.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i58]" time="9.521"><properties><property name="score" value="0.54" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.54&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.54
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i59]" time="9.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i60]" time="7.517"><properties><property name="score" value="0.93" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i61]" time="6.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i62]" time="7.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i63]" time="8.692"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i64]" time="13.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i65]" time="7.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i66]" time="11.516"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i67]" time="11.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i68]" time="10.531"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i69]" time="16.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i70]" time="8.526"><properties><property name="score" value="0.78" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i71]" time="7.524"><properties><property name="score" value="0.61" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i72]" time="9.503"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i73]" time="8.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i74]" time="9.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i75]" time="11.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i76]" time="6.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i77]" time="9.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i78]" time="12.609"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i79]" time="7.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i80]" time="11.537"><properties><property name="score" value="0.51" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i81]" time="9.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i82]" time="4.470"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i83]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i84]" time="10.653"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i85]" time="15.636"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i86]" time="9.588"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i87]" time="8.531"><properties><property name="score" value="0.92" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.92&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.92
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i88]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i89]" time="10.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i90]" time="12.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i91]" time="6.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i92]" time="12.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i93]" time="7.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i94]" time="10.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i95]" time="8.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i96]" time="15.544"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i97]" time="12.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i98]" time="15.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i99]" time="14.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i100]" time="7.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i101]" time="8.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i102]" time="6.468"><properties><property name="score" value="0.93" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i103]" time="8.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i104]" time="10.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i105]" time="12.602"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i106]" time="7.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i107]" time="6.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i108]" time="7.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i109]" time="5.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i110]" time="8.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i111]" time="11.584"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i112]" time="11.633"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i113]" time="7.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i114]" time="5.559"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i115]" time="9.688"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i116]" time="5.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i117]" time="8.511"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i118]" time="6.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i119]" time="8.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i120]" time="7.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i121]" time="10.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i122]" time="5.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i123]" time="9.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i124]" time="7.901"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i125]" time="18.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i126]" time="8.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i127]" time="9.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i128]" time="9.530"><properties><property name="score" value="0.52" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.52&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.52
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i129]" time="8.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i130]" time="6.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i131]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i132]" time="8.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i133]" time="8.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i134]" time="6.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i135]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i136]" time="8.212"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i137]" time="4.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i138]" time="5.455"><properties><property name="score" value="0.89" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i139]" time="9.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i140]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i141]" time="8.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i142]" time="8.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i143]" time="6.483"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i144]" time="9.557"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i145]" time="8.514"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i146]" time="10.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i147]" time="6.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i148]" time="8.536"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i149]" time="11.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i150]" time="7.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i151]" time="8.832"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i152]" time="7.610"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i153]" time="22.729"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i154]" time="9.690"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i155]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i156]" time="6.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i157]" time="7.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i158]" time="6.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i159]" time="10.610"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i160]" time="10.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i161]" time="7.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i162]" time="7.502"><properties><property name="score" value="0.73" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i163]" time="6.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i164]" time="12.585"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i165]" time="9.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i166]" time="10.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i167]" time="7.521"><properties><property name="score" value="0.95" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i168]" time="6.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i169]" time="7.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i170]" time="11.558"><properties><property name="score" value="0.8" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i171]" time="9.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i172]" time="9.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i173]" time="6.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i174]" time="6.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i175]" time="10.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i176]" time="10.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i177]" time="7.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i178]" time="12.635"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i179]" time="8.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i180]" time="8.510"><properties><property name="score" value="0.58" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i181]" time="11.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i182]" time="7.511"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i183]" time="9.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i184]" time="8.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i185]" time="3.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i186]" time="10.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i187]" time="6.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i188]" time="9.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i189]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i190]" time="7.983"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i191]" time="8.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i192]" time="10.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i193]" time="12.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i194]" time="7.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i195]" time="11.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i196]" time="10.609"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i197]" time="8.351"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i198]" time="14.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i199]" time="8.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i200]" time="5.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i201]" time="6.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i202]" time="9.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i203]" time="8.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i204]" time="9.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i205]" time="11.055"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i206]" time="8.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i207]" time="8.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i208]" time="10.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i209]" time="6.584"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i210]" time="11.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i211]" time="8.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i212]" time="6.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i213]" time="10.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i214]" time="9.648"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i215]" time="11.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i216]" time="11.593"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i217]" time="8.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i218]" time="9.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i219]" time="7.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i220]" time="8.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i221]" time="8.534"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i222]" time="7.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i223]" time="9.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i224]" time="11.559"><properties><property name="score" value="0.5900000000000001" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.59&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.59
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i225]" time="8.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i226]" time="13.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i227]" time="10.532"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i228]" time="7.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i229]" time="12.597"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i230]" time="15.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i231]" time="8.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i232]" time="7.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i233]" time="7.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i234]" time="10.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i235]" time="8.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i236]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i237]" time="6.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i238]" time="7.487"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i239]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i240]" time="11.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i241]" time="7.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i242]" time="8.965"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i243]" time="9.495"><properties><property name="score" value="0.77" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i244]" time="11.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i245]" time="9.517"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i246]" time="12.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i247]" time="10.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i248]" time="11.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i249]" time="4.561"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i250]" time="5.439"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i251]" time="9.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i252]" time="7.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i253]" time="11.545"><properties><property name="score" value="0.75" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i254]" time="8.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i255]" time="8.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i256]" time="11.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i257]" time="5.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i258]" time="10.585"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i259]" time="8.585"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i260]" time="7.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i261]" time="7.628"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i262]" time="9.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i263]" time="7.501"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i264]" time="8.483"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i265]" time="7.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i266]" time="9.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i267]" time="5.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i268]" time="9.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i269]" time="10.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i270]" time="10.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i271]" time="7.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i272]" time="10.578"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i273]" time="5.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i274]" time="8.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i275]" time="9.530"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i276]" time="8.552"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i277]" time="9.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i278]" time="8.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i279]" time="7.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i280]" time="7.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i281]" time="14.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i282]" time="10.688"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i283]" time="6.623"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i284]" time="7.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i285]" time="10.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i286]" time="9.514"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i287]" time="5.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i288]" time="7.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i289]" time="7.507"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i290]" time="7.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i291]" time="6.492"><properties><property name="score" value="0.6599999999999999" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.66&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.66
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i292]" time="8.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i293]" time="8.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i294]" time="5.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i295]" time="11.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i296]" time="9.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i297]" time="5.537"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i298]" time="6.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i299]" time="9.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i300]" time="7.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i301]" time="10.558"><properties><property name="score" value="0.71" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i302]" time="7.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i303]" time="9.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i304]" time="6.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i305]" time="8.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i306]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i307]" time="9.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i308]" time="7.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i309]" time="13.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i310]" time="10.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i311]" time="8.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i312]" time="17.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i313]" time="7.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i314]" time="10.262"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i315]" time="9.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i316]" time="8.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i317]" time="8.542"><properties><property name="score" value="0.92" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i318]" time="6.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i319]" time="8.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i320]" time="9.532"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i321]" time="10.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i322]" time="7.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i323]" time="6.489"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i324]" time="21.619"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i325]" time="10.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i326]" time="6.480"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i327]" time="8.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i328]" time="9.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i329]" time="9.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i330]" time="6.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i331]" time="9.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i332]" time="10.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i333]" time="10.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i334]" time="8.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i335]" time="8.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i336]" time="8.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i337]" time="7.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i338]" time="8.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i339]" time="8.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i340]" time="7.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i341]" time="6.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i342]" time="8.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i343]" time="11.577"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i344]" time="9.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i345]" time="7.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i346]" time="5.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i347]" time="8.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i348]" time="6.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i349]" time="7.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i350]" time="6.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i351]" time="9.560"><properties><property name="score" value="0.53" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i352]" time="8.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i353]" time="10.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i354]" time="6.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i355]" time="8.515"><properties><property name="score" value="0.9299999999999999" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.93&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.93
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i356]" time="8.706"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i357]" time="9.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i358]" time="7.522"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i359]" time="10.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i360]" time="9.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i361]" time="8.691"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i362]" time="8.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i363]" time="9.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i364]" time="11.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i365]" time="13.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i366]" time="8.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i367]" time="10.556"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i368]" time="7.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i369]" time="6.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i370]" time="11.588"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i371]" time="9.936"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i372]" time="8.518"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i373]" time="7.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i374]" time="5.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i375]" time="12.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i376]" time="10.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i377]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i378]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i379]" time="8.972"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i380]" time="7.527"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i381]" time="5.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i382]" time="16.584"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i383]" time="7.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i384]" time="8.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i385]" time="5.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i386]" time="7.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i387]" time="10.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i388]" time="10.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i389]" time="5.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i390]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i391]" time="8.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i392]" time="6.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i393]" time="9.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i394]" time="11.537"><properties><property name="score" value="0.51" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i395]" time="11.525"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i396]" time="13.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i397]" time="9.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i398]" time="13.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i399]" time="5.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i400]" time="7.487"><properties><property name="score" value="0.91" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i401]" time="8.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i402]" time="9.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i403]" time="11.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i404]" time="8.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i405]" time="7.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i406]" time="8.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i407]" time="5.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i408]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i409]" time="12.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i410]" time="11.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i411]" time="10.394"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i412]" time="7.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i413]" time="8.516"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i414]" time="15.602"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.98&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.98
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i415]" time="12.568"><properties><property name="score" value="0.65" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i416]" time="14.707"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i417]" time="13.577"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i418]" time="14.641"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i419]" time="7.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i420]" time="7.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i421]" time="11.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i422]" time="8.498"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i423]" time="9.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i424]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i425]" time="11.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i426]" time="8.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i427]" time="7.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i428]" time="9.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i429]" time="8.537"><properties><property name="score" value="0.9" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i430]" time="9.216"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i431]" time="6.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i432]" time="11.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i433]" time="7.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i434]" time="12.527"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i435]" time="4.773"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i436]" time="11.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i437]" time="13.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i438]" time="5.468"><properties><property name="score" value="0.73" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i439]" time="9.038"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i440]" time="7.548"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i441]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i442]" time="7.836"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i443]" time="10.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i444]" time="11.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i445]" time="8.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i446]" time="7.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i447]" time="8.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i448]" time="9.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i449]" time="8.508"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i450]" time="11.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i451]" time="8.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i452]" time="6.587"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i453]" time="12.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i454]" time="5.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i455]" time="10.549"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i456]" time="11.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i457]" time="9.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i458]" time="4.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i459]" time="9.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i460]" time="11.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i461]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i462]" time="8.954"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i463]" time="6.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i464]" time="10.527"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i465]" time="9.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i466]" time="9.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i467]" time="7.556"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i468]" time="7.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i469]" time="12.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i470]" time="8.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i471]" time="7.523"><properties><property name="score" value="0.61" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i472]" time="7.479"><properties><property name="score" value="0.93" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i473]" time="8.546"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i474]" time="7.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i475]" time="14.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i476]" time="7.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i477]" time="8.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i478]" time="9.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i479]" time="7.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i480]" time="9.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i481]" time="9.631"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i482]" time="13.359"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i483]" time="16.863"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i484]" time="6.486"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i485]" time="6.517"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i486]" time="14.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i487]" time="9.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i488]" time="6.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i489]" time="9.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i490]" time="7.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i491]" time="8.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i492]" time="10.553"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i493]" time="13.588"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i494]" time="9.512"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i495]" time="5.616"><properties><property name="score" value="0.95" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i496]" time="8.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i497]" time="8.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i498]" time="10.579"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_humannews_jsonl[i499]" time="9.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i0]" time="8.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i1]" time="6.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i2]" time="7.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i3]" time="5.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i4]" time="5.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i5]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i6]" time="7.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i7]" time="9.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i8]" time="7.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i9]" time="9.165"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i10]" time="5.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i11]" time="15.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i12]" time="8.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i13]" time="12.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i14]" time="6.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i15]" time="7.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i16]" time="8.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i17]" time="6.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i18]" time="7.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i19]" time="7.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i20]" time="5.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i21]" time="8.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i22]" time="7.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i23]" time="12.576"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i24]" time="5.707"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i25]" time="7.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i26]" time="9.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i27]" time="8.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i28]" time="7.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i29]" time="9.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i30]" time="5.470"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i31]" time="4.484"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i32]" time="7.456"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i33]" time="9.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i34]" time="17.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i35]" time="7.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i36]" time="11.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i37]" time="11.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i38]" time="7.473"><properties><property name="score" value="0.6" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i39]" time="8.526"><properties><property name="score" value="0.51" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i40]" time="14.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i41]" time="8.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i42]" time="7.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i43]" time="8.109"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i44]" time="6.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i45]" time="9.497"><properties><property name="score" value="0.6699999999999999" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i46]" time="6.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i47]" time="10.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i48]" time="11.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i49]" time="9.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i50]" time="14.609"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i51]" time="8.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i52]" time="9.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i53]" time="8.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i54]" time="6.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i55]" time="9.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i56]" time="8.736"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i57]" time="6.592"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i58]" time="7.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i59]" time="11.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i60]" time="7.485"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i61]" time="7.527"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i62]" time="17.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i63]" time="9.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i64]" time="14.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i65]" time="12.722"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i66]" time="7.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i67]" time="26.735"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i68]" time="11.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i69]" time="11.567"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i70]" time="6.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i71]" time="10.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i72]" time="10.601"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i73]" time="8.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i74]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i75]" time="8.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i76]" time="7.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i77]" time="12.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i78]" time="9.648"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i79]" time="7.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i80]" time="9.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i81]" time="6.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i82]" time="5.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i83]" time="3.456"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i84]" time="6.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i85]" time="8.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i86]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i87]" time="6.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i88]" time="9.520"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i89]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i90]" time="7.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i91]" time="8.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i92]" time="17.583"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i93]" time="22.642"><properties><property name="score" value="0.51" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i94]" time="14.535"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i95]" time="9.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i96]" time="5.462"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i97]" time="7.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i98]" time="8.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i99]" time="20.669"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i100]" time="6.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i101]" time="11.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i102]" time="7.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i103]" time="6.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i104]" time="13.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i105]" time="7.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i106]" time="6.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i107]" time="6.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i108]" time="8.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i109]" time="6.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i110]" time="7.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i111]" time="7.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i112]" time="6.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i113]" time="8.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i114]" time="8.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i115]" time="10.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i116]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i117]" time="6.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i118]" time="6.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i119]" time="10.506"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i120]" time="6.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i121]" time="7.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i122]" time="3.492"><properties><property name="score" value="0.87" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i123]" time="9.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i124]" time="11.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i125]" time="7.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i126]" time="8.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i127]" time="6.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i128]" time="8.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i129]" time="8.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i130]" time="5.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i131]" time="7.632"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i132]" time="9.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i133]" time="6.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i134]" time="11.539"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i135]" time="9.205"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i136]" time="17.589"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i137]" time="4.460"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i138]" time="5.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i139]" time="6.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i140]" time="8.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i141]" time="8.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i142]" time="9.601"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i143]" time="7.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i144]" time="9.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i145]" time="8.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i146]" time="8.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i147]" time="6.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i148]" time="9.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i149]" time="10.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i150]" time="8.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i151]" time="7.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i152]" time="9.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i153]" time="5.521"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i154]" time="6.914"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i155]" time="7.638"><properties><property name="score" value="0.53" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i156]" time="11.897"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i157]" time="12.712"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i158]" time="8.957"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i159]" time="8.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i160]" time="7.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i161]" time="7.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i162]" time="7.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i163]" time="7.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i164]" time="8.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i165]" time="10.556"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i166]" time="9.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i167]" time="8.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i168]" time="4.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i169]" time="8.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i170]" time="10.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i171]" time="8.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i172]" time="9.510"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i173]" time="7.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i174]" time="7.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i175]" time="7.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i176]" time="6.622"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i177]" time="5.533"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i178]" time="8.598"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i179]" time="15.594"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i180]" time="8.665"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i181]" time="8.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i182]" time="12.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i183]" time="8.645"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i184]" time="10.622"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i185]" time="4.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i186]" time="9.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i187]" time="7.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i188]" time="7.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i189]" time="7.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i190]" time="5.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i191]" time="10.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i192]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i193]" time="9.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i194]" time="9.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i195]" time="7.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i196]" time="9.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i197]" time="8.592"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i198]" time="10.381"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i199]" time="10.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i200]" time="6.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i201]" time="5.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i202]" time="11.519"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i203]" time="11.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i204]" time="8.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i205]" time="9.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i206]" time="8.950"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i207]" time="7.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i208]" time="10.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i209]" time="5.646"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i210]" time="8.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i211]" time="12.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i212]" time="5.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i213]" time="10.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i214]" time="6.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i215]" time="9.696"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i216]" time="6.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i217]" time="11.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i218]" time="11.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i219]" time="9.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i220]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i221]" time="9.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i222]" time="9.535"><properties><property name="score" value="0.94" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.94&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.94
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i223]" time="7.508"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i224]" time="9.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i225]" time="8.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i226]" time="8.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i227]" time="6.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i228]" time="7.494"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i229]" time="9.548"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i230]" time="9.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i231]" time="7.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i232]" time="7.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i233]" time="9.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i234]" time="7.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i235]" time="8.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i236]" time="8.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i237]" time="13.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i238]" time="4.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i239]" time="8.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i240]" time="11.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i241]" time="7.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i242]" time="6.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i243]" time="9.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i244]" time="8.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i245]" time="8.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i246]" time="8.525"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i247]" time="7.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i248]" time="9.531"><properties><property name="score" value="0.51" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i249]" time="3.487"><properties><property name="score" value="0.76" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i250]" time="4.441"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i251]" time="11.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i252]" time="6.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i253]" time="7.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i254]" time="5.604"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i255]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i256]" time="7.480"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i257]" time="5.473"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i258]" time="10.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i259]" time="19.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i260]" time="12.618"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i261]" time="6.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i262]" time="7.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i263]" time="6.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i264]" time="6.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i265]" time="7.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i266]" time="6.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i267]" time="6.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i268]" time="9.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i269]" time="9.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i270]" time="9.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i271]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i272]" time="7.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i273]" time="7.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i274]" time="14.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i275]" time="9.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i276]" time="6.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i277]" time="8.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i278]" time="5.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i279]" time="7.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i280]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i281]" time="9.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i282]" time="6.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i283]" time="8.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i284]" time="7.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i285]" time="10.559"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i286]" time="7.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i287]" time="6.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i288]" time="7.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i289]" time="6.598"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i290]" time="7.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i291]" time="7.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i292]" time="9.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i293]" time="12.496"><properties><property name="score" value="0.96" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i294]" time="9.535"><properties><property name="score" value="0.52" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i295]" time="7.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i296]" time="7.505"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i297]" time="8.975"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i298]" time="6.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i299]" time="10.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i300]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i301]" time="8.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i302]" time="8.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i303]" time="8.553"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i304]" time="11.588"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i305]" time="9.518"><properties><property name="score" value="0.81" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i306]" time="7.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i307]" time="9.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i308]" time="6.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i309]" time="8.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i310]" time="8.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i311]" time="8.241"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i312]" time="11.541"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i313]" time="6.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i314]" time="7.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i315]" time="8.515"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i316]" time="8.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i317]" time="8.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i318]" time="6.942"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i319]" time="9.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i320]" time="7.517"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i321]" time="7.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i322]" time="5.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i323]" time="7.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i324]" time="10.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i325]" time="6.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i326]" time="8.915"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i327]" time="10.580"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i328]" time="10.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i329]" time="10.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i330]" time="10.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i331]" time="11.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i332]" time="12.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i333]" time="7.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i334]" time="10.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i335]" time="10.511"><properties><property name="score" value="0.53" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i336]" time="7.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i337]" time="7.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i338]" time="7.915"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i339]" time="7.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i340]" time="9.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i341]" time="7.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i342]" time="7.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i343]" time="9.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i344]" time="6.490"><properties><property name="score" value="0.6" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i345]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i346]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i347]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i348]" time="11.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i349]" time="6.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i350]" time="7.498"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i351]" time="9.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i352]" time="5.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i353]" time="9.600"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i354]" time="8.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i355]" time="8.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i356]" time="8.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i357]" time="7.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i358]" time="8.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i359]" time="8.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i360]" time="12.861"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i361]" time="7.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i362]" time="7.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i363]" time="11.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i364]" time="9.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i365]" time="6.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i366]" time="11.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i367]" time="6.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i368]" time="9.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i369]" time="7.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i370]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i371]" time="7.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i372]" time="19.592"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i373]" time="12.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i374]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i375]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i376]" time="10.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i377]" time="7.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i378]" time="7.689"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i379]" time="7.522"><properties><property name="score" value="0.8200000000000001" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i380]" time="6.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i381]" time="6.750"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i382]" time="7.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i383]" time="7.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i384]" time="6.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i385]" time="6.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i386]" time="8.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i387]" time="8.532"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i388]" time="7.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i389]" time="8.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i390]" time="8.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i391]" time="7.509"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i392]" time="11.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i393]" time="9.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i394]" time="8.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i395]" time="6.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i396]" time="8.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i397]" time="7.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i398]" time="17.607"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i399]" time="6.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i400]" time="7.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i401]" time="9.620"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i402]" time="6.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i403]" time="6.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i404]" time="11.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i405]" time="8.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i406]" time="9.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i407]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i408]" time="10.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i409]" time="6.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i410]" time="9.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i411]" time="16.583"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i412]" time="10.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i413]" time="6.497"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i414]" time="9.611"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i415]" time="7.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i416]" time="6.476"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i417]" time="8.497"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i418]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i419]" time="10.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i420]" time="8.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i421]" time="8.363"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i422]" time="5.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i423]" time="13.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i424]" time="11.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i425]" time="8.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i426]" time="5.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i427]" time="8.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i428]" time="9.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i429]" time="11.667"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i430]" time="7.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i431]" time="15.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i432]" time="9.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i433]" time="10.584"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i434]" time="18.620"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i435]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i436]" time="9.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i437]" time="9.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i438]" time="11.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i439]" time="10.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i440]" time="9.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i441]" time="8.537"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i442]" time="11.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i443]" time="8.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i444]" time="12.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i445]" time="9.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i446]" time="8.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i447]" time="8.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i448]" time="10.505"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i449]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i450]" time="13.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i451]" time="6.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i452]" time="6.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i453]" time="9.833"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i454]" time="5.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i455]" time="7.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i456]" time="8.602"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i457]" time="7.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i458]" time="5.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i459]" time="10.578"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i460]" time="11.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i461]" time="7.811"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i462]" time="7.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i463]" time="9.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i464]" time="8.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i465]" time="13.590"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i466]" time="6.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i467]" time="7.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i468]" time="7.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i469]" time="8.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i470]" time="6.508"><properties><property name="score" value="0.53" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i471]" time="9.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i472]" time="8.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i473]" time="8.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i474]" time="7.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i475]" time="9.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i476]" time="7.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i477]" time="8.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i478]" time="7.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i479]" time="8.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i480]" time="7.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i481]" time="5.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i482]" time="8.706"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i483]" time="7.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i484]" time="6.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i485]" time="8.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i486]" time="8.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i487]" time="5.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i488]" time="8.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i489]" time="7.828"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i490]" time="8.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i491]" time="11.608"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i492]" time="7.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i493]" time="9.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i494]" time="20.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i495]" time="9.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i496]" time="10.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i497]" time="9.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i498]" time="7.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_chatgptnews_jsonl[i499]" time="9.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i0]" time="3.456"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i1]" time="6.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i2]" time="4.483"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600008 [885] (title: Vertical Handof) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600008 [885] (title: Vertical Handof) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i3]" time="4.441"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i4]" time="5.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i5]" time="3.461"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600018 [642] (title: Efficient Detec) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600018 [642] (title: Efficient Detec) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i6]" time="7.490"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600029 [1139] (title: A Social Bots D) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600029 [1139] (title: A Social Bots D) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i7]" time="5.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i8]" time="2.443"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i9]" time="6.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i10]" time="5.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i11]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i12]" time="5.810"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i13]" time="7.785"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i14]" time="5.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i15]" time="3.446"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600048 [820] (title: Improved Data-A) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600048 [820] (title: Improved Data-A) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i16]" time="9.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i17]" time="7.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i18]" time="7.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i19]" time="3.463"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600060 [731] (title: Efficient Chann) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600060 [731] (title: Efficient Chann) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i20]" time="4.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i21]" time="3.480"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600062 [699] (title: A Novel Route R) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600062 [699] (title: A Novel Route R) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i22]" time="4.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i23]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i24]" time="12.699"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i25]" time="6.485"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600074 [1015] (title: Human Activity ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600074 [1015] (title: Human Activity ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i26]" time="3.476"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i27]" time="7.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i28]" time="4.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i29]" time="4.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i30]" time="3.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i31]" time="5.465"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600085 [855] (title: The Residual An) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600085 [855] (title: The Residual An) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i32]" time="8.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i33]" time="6.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i34]" time="4.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i35]" time="5.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i36]" time="4.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i37]" time="7.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i38]" time="4.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i39]" time="3.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i40]" time="4.424"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i41]" time="2.462"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600101 [470] (title: Closed-form App) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600101 [470] (title: Closed-form App) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i42]" time="5.415"><properties><property name="score" value="0.91" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i43]" time="6.608"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i44]" time="5.597"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i45]" time="4.525"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600111 [489] (title: A GMM-UBM Based) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600111 [489] (title: A GMM-UBM Based) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i46]" time="12.515"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i47]" time="3.452"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600114 [590] (title: An Analysis of ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600114 [590] (title: An Analysis of ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i48]" time="5.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i49]" time="4.615"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i50]" time="6.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i51]" time="4.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i52]" time="5.429"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i53]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i54]" time="13.580"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i55]" time="3.692"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i56]" time="5.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i57]" time="6.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i58]" time="10.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i59]" time="4.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i60]" time="4.449"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i61]" time="12.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i62]" time="6.155"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i63]" time="4.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i64]" time="4.460"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600150 [867] (title: User Associatio) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600150 [867] (title: User Associatio) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i65]" time="6.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i66]" time="7.488"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600154 [719] (title: Prediction of H) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600154 [719] (title: Prediction of H) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i67]" time="4.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i68]" time="5.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i69]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i70]" time="7.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i71]" time="5.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i72]" time="9.672"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i73]" time="12.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i74]" time="5.633"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i75]" time="4.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i76]" time="7.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i77]" time="3.464"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i78]" time="5.456"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i79]" time="11.674"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i80]" time="5.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i81]" time="4.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i82]" time="5.616"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i83]" time="12.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i84]" time="5.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i85]" time="6.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i86]" time="5.445"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i87]" time="7.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i88]" time="4.457"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600210 [1049] (title: A Fingerprint L) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600210 [1049] (title: A Fingerprint L) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i89]" time="4.460"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i90]" time="3.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i91]" time="3.412"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i92]" time="6.608"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i93]" time="3.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i94]" time="3.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i95]" time="4.487"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600225 [969] (title: Quantum Key Int) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600225 [969] (title: Quantum Key Int) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i96]" time="2.493"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600228 [473] (title: TMVM: Truncated) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600228 [473] (title: TMVM: Truncated) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i97]" time="4.422"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i98]" time="7.648"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600233 [961] (title: Power System Fr) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600233 [961] (title: Power System Fr) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i99]" time="3.465"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600234 [880] (title: Association Ana) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600234 [880] (title: Association Ana) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i100]" time="7.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i101]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i102]" time="3.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i103]" time="5.440"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i104]" time="6.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i105]" time="5.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i106]" time="4.469"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600252 [1114] (title: Multi-objective) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600252 [1114] (title: Multi-objective) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i107]" time="7.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i108]" time="3.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i109]" time="5.451"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600263 [1009] (title: Two-Layer Resou) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600263 [1009] (title: Two-Layer Resou) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i110]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i111]" time="4.425"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i112]" time="4.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i113]" time="6.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i114]" time="5.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i115]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i116]" time="8.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i117]" time="6.029"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i118]" time="7.499"><properties><property name="score" value="0.79" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i119]" time="7.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i120]" time="8.557"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i121]" time="7.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i122]" time="6.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i123]" time="7.535"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i124]" time="6.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i125]" time="4.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i126]" time="7.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i127]" time="4.473"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i128]" time="5.443"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i129]" time="7.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i130]" time="8.525"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600345 [993] (title: Precomputed Mul) is a human-generated sample, misclassified as AI-generated with confidence 0.97&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600345 [993] (title: Precomputed Mul) is a human-generated sample, misclassified as AI-generated with confidence 0.97
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i131]" time="11.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i132]" time="5.457"><properties><property name="score" value="0.95" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i133]" time="11.534"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i134]" time="4.452"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i135]" time="6.425"><properties><property name="score" value="0.51" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600363 [2064] (title: A Hierarchical ) is a human-generated sample, misclassified as AI-generated with confidence 0.51&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600363 [2064] (title: A Hierarchical ) is a human-generated sample, misclassified as AI-generated with confidence 0.51
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i136]" time="7.591"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600369 [1149] (title: Local Discrimin) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600369 [1149] (title: Local Discrimin) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i137]" time="5.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i138]" time="5.469"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600371 [1042] (title: Autonomous Navi) is a human-generated sample, misclassified as AI-generated with confidence 0.98&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600371 [1042] (title: Autonomous Navi) is a human-generated sample, misclassified as AI-generated with confidence 0.98
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i139]" time="6.478"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i140]" time="5.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i141]" time="6.630"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i142]" time="6.681"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i143]" time="7.510"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i144]" time="6.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i145]" time="5.518"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i146]" time="4.454"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i147]" time="3.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i148]" time="4.439"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i149]" time="3.472"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i150]" time="6.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i151]" time="19.664"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i152]" time="9.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i153]" time="5.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i154]" time="5.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i155]" time="6.484"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i156]" time="7.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i157]" time="10.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i158]" time="4.453"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i159]" time="4.295"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i160]" time="4.430"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i161]" time="3.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i162]" time="3.448"><properties><property name="score" value="0.95" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i163]" time="5.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i164]" time="4.454"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i165]" time="5.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i166]" time="6.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i167]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i168]" time="7.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i169]" time="6.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i170]" time="6.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i171]" time="6.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i172]" time="4.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i173]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i174]" time="3.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i175]" time="4.444"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i176]" time="4.468"><properties><property name="score" value="0.76" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i177]" time="5.441"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i178]" time="3.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i179]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i180]" time="9.485"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i181]" time="3.465"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i182]" time="4.713"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i183]" time="3.463"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600496 [952] (title: Reliability Eva) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600496 [952] (title: Reliability Eva) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i184]" time="3.445"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i185]" time="6.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i186]" time="4.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i187]" time="6.490"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600504 [1174] (title: An Object-Based) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600504 [1174] (title: An Object-Based) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i188]" time="7.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i189]" time="3.462"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i190]" time="6.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i191]" time="5.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i192]" time="4.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i193]" time="4.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i194]" time="5.681"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i195]" time="4.527"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i196]" time="3.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i197]" time="5.415"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600519 [1124] (title: Outage Performa) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600519 [1124] (title: Outage Performa) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i198]" time="6.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i199]" time="4.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i200]" time="5.706"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i201]" time="4.474"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600526 [800] (title: Research on Eme) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600526 [800] (title: Research on Eme) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i202]" time="3.473"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600528 [646] (title: Mobile Data Min) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600528 [646] (title: Mobile Data Min) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i203]" time="4.423"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i204]" time="9.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i205]" time="6.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i206]" time="5.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i207]" time="3.445"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i208]" time="3.427"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i209]" time="11.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i210]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i211]" time="4.473"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600545 [1001] (title: A Search Space ) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600545 [1001] (title: A Search Space ) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i212]" time="3.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i213]" time="4.450"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i214]" time="4.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i215]" time="4.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i216]" time="5.535"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i217]" time="7.536"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i218]" time="4.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i219]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i220]" time="4.506"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i221]" time="5.456"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600581 [518] (title: Short-Term Fore) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600581 [518] (title: Short-Term Fore) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i222]" time="4.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i223]" time="5.519"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i224]" time="4.475"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600595 [1239] (title: An Artificial N) is a human-generated sample, misclassified as AI-generated with confidence 0.98&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600595 [1239] (title: An Artificial N) is a human-generated sample, misclassified as AI-generated with confidence 0.98
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i225]" time="4.483"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600596 [644] (title: ANDES: A Python) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600596 [644] (title: ANDES: A Python) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i226]" time="4.457"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600597 [545] (title: Synchrophasor A) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600597 [545] (title: Synchrophasor A) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i227]" time="5.490"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600612 [1034] (title: The Potential f) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600612 [1034] (title: The Potential f) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i228]" time="6.533"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600617 [1062] (title: Geometrically M) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600617 [1062] (title: Geometrically M) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i229]" time="3.467"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600623 [907] (title: A Probabilistic) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600623 [907] (title: A Probabilistic) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i230]" time="4.655"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i231]" time="9.537"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i232]" time="4.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i233]" time="3.403"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i234]" time="3.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i235]" time="3.437"><properties><property name="score" value="0.69" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i236]" time="4.584"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i237]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i238]" time="11.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i239]" time="4.573"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600657 [1012] (title: Effect of Solar) is a human-generated sample, misclassified as AI-generated with confidence 0.98&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600657 [1012] (title: Effect of Solar) is a human-generated sample, misclassified as AI-generated with confidence 0.98
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i240]" time="4.317"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600661 [822] (title: Synchrophasor-B) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600661 [822] (title: Synchrophasor-B) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i241]" time="6.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i242]" time="3.594"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i243]" time="7.521"><properties><property name="score" value="0.75" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i244]" time="4.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i245]" time="6.515"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i246]" time="3.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i247]" time="6.435"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i248]" time="4.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i249]" time="6.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i250]" time="7.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i251]" time="4.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i252]" time="6.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i253]" time="5.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i254]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i255]" time="7.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i256]" time="3.447"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600737 [634] (title: Disturbance Obs) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600737 [634] (title: Disturbance Obs) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i257]" time="8.478"><properties><property name="score" value="0.73" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600738 [1441] (title: Enhancing Cloud) is a human-generated sample, misclassified as AI-generated with confidence 0.73&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600738 [1441] (title: Enhancing Cloud) is a human-generated sample, misclassified as AI-generated with confidence 0.73
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i258]" time="4.459"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i259]" time="5.472"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600750 [1117] (title: Security and Pr) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600750 [1117] (title: Security and Pr) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i260]" time="5.459"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600751 [992] (title: Blockchain-Base) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600751 [992] (title: Blockchain-Base) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i261]" time="10.557"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600752 [1145] (title: Active Learning) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600752 [1145] (title: Active Learning) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i262]" time="6.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i263]" time="3.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i264]" time="5.457"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600755 [999] (title: Covert Timing C) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600755 [999] (title: Covert Timing C) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i265]" time="4.458"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600757 [1062] (title: Covert Wireless) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600757 [1062] (title: Covert Wireless) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i266]" time="4.413"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i267]" time="3.497"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600766 [777] (title: A Disturbance R) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600766 [777] (title: A Disturbance R) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i268]" time="4.449"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600778 [1093] (title: Securing Consum) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600778 [1093] (title: Securing Consum) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i269]" time="8.644"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600779 [1202] (title: Privacy-Preserv) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600779 [1202] (title: Privacy-Preserv) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i270]" time="5.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i271]" time="7.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i272]" time="4.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i273]" time="4.441"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600783 [1017] (title: Privacy of Thin) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600783 [1017] (title: Privacy of Thin) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i274]" time="5.511"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i275]" time="6.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i276]" time="4.474"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600789 [607] (title: Distributed maj) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600789 [607] (title: Distributed maj) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i277]" time="5.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i278]" time="4.469"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600791 [972] (title: Event-triggered) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600791 [972] (title: Event-triggered) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i279]" time="6.733"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i280]" time="4.447"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i281]" time="8.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i282]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i283]" time="4.613"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i284]" time="4.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i285]" time="6.531"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600836 [925] (title: A Soft Ring-sha) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600836 [925] (title: A Soft Ring-sha) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i286]" time="5.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i287]" time="5.452"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i288]" time="9.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i289]" time="7.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i290]" time="6.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i291]" time="5.517"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600844 [940] (title: Digital Twins o) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600844 [940] (title: Digital Twins o) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i292]" time="5.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i293]" time="3.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i294]" time="4.429"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i295]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i296]" time="4.548"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600854 [753] (title: Smart Contracts) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600854 [753] (title: Smart Contracts) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i297]" time="6.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i298]" time="8.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i299]" time="13.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i300]" time="6.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i301]" time="7.033"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i302]" time="8.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i303]" time="14.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i304]" time="6.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i305]" time="4.544"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600864 [678] (title: Unsupervised Vi) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600864 [678] (title: Unsupervised Vi) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i306]" time="6.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i307]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i308]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i309]" time="5.515"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600871 [468] (title: A flex-rigid so) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600871 [468] (title: A flex-rigid so) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i310]" time="5.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i311]" time="4.466"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i312]" time="4.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i313]" time="13.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i314]" time="4.457"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600885 [633] (title: Recognition of ) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600885 [633] (title: Recognition of ) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i315]" time="7.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i316]" time="4.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i317]" time="7.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i318]" time="5.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i319]" time="5.608"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i320]" time="5.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i321]" time="4.456"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600896 [439] (title: Application of ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600896 [439] (title: Application of ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i322]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i323]" time="4.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i324]" time="4.540"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600904 [1133] (title: Smart Air Quali) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600904 [1133] (title: Smart Air Quali) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i325]" time="5.456"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600906 [762] (title: A preliminary v) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600906 [762] (title: A preliminary v) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i326]" time="7.505"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i327]" time="11.559"><properties><property name="score" value="0.86" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i328]" time="6.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i329]" time="3.483"><properties><property name="score" value="0.75" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600914 [982] (title: Naive Bayes Mul) is a human-generated sample, misclassified as AI-generated with confidence 0.75&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600914 [982] (title: Naive Bayes Mul) is a human-generated sample, misclassified as AI-generated with confidence 0.75
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i330]" time="4.532"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600916 [757] (title: Modelling of a ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600916 [757] (title: Modelling of a ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i331]" time="4.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i332]" time="8.581"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i333]" time="5.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i334]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i335]" time="5.580"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600925 [562] (title: Data Assimilati) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600925 [562] (title: Data Assimilati) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i336]" time="13.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i337]" time="5.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i338]" time="4.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i339]" time="4.445"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600932 [702] (title: An Experimentat) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600932 [702] (title: An Experimentat) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i340]" time="7.479"><properties><property name="score" value="0.95" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600933 [1400] (title: A Cloud Based S) is a human-generated sample, misclassified as AI-generated with confidence 0.95&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600933 [1400] (title: A Cloud Based S) is a human-generated sample, misclassified as AI-generated with confidence 0.95
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i341]" time="8.513"><properties><property name="score" value="0.92" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i342]" time="5.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i343]" time="4.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i344]" time="4.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i345]" time="2.408"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600959 [598] (title: Fall detection ) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600959 [598] (title: Fall detection ) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i346]" time="5.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i347]" time="4.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i348]" time="6.505"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8600984 [963] (title: Photoplethysmog) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8600984 [963] (title: Photoplethysmog) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i349]" time="5.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i350]" time="5.595"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i351]" time="7.118"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i352]" time="3.933"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i353]" time="4.056"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601011 [711] (title: Machine Learnin) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601011 [711] (title: Machine Learnin) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i354]" time="4.581"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i355]" time="6.299"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i356]" time="7.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i357]" time="3.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i358]" time="4.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i359]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i360]" time="5.495"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601032 [808] (title: Iris Recognitio) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601032 [808] (title: Iris Recognitio) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i361]" time="15.410"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i362]" time="6.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i363]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i364]" time="5.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i365]" time="14.673"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i366]" time="6.607"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601097 [930] (title: Call Data Recor) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601097 [930] (title: Call Data Recor) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i367]" time="10.586"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i368]" time="5.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i369]" time="6.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i370]" time="19.664"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i371]" time="4.491"><properties><property name="score" value="0.96" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i372]" time="3.501"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601176 [353] (title: Known security ) is a human-generated sample, misclassified as AI-generated with confidence 0.97&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601176 [353] (title: Known security ) is a human-generated sample, misclassified as AI-generated with confidence 0.97
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i373]" time="6.437"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601183 [1347] (title: Detecting Seizu) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601183 [1347] (title: Detecting Seizu) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i374]" time="6.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i375]" time="6.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i376]" time="6.611"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i377]" time="9.934"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i378]" time="21.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i379]" time="16.599"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i380]" time="4.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i381]" time="5.758"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i382]" time="11.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i383]" time="4.465"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601205 [625] (title: Usability of Te) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601205 [625] (title: Usability of Te) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i384]" time="9.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i385]" time="5.490"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601220 [934] (title: Cloud Robotics ) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601220 [934] (title: Cloud Robotics ) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i386]" time="5.462"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i387]" time="4.953"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i388]" time="5.443"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601226 [846] (title: Wireless Commun) is a human-generated sample, misclassified as AI-generated with confidence 0.98&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601226 [846] (title: Wireless Commun) is a human-generated sample, misclassified as AI-generated with confidence 0.98
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i389]" time="5.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i390]" time="6.245"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i391]" time="6.442"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i392]" time="5.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i393]" time="6.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i394]" time="4.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i395]" time="4.439"><properties><property name="score" value="0.5" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i396]" time="6.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i397]" time="7.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i398]" time="6.534"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601250 [1410] (title: A Framework to ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601250 [1410] (title: A Framework to ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i399]" time="3.446"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i400]" time="6.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i401]" time="4.451"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601258 [779] (title: Challenges and ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601258 [779] (title: Challenges and ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i402]" time="3.444"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i403]" time="6.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i404]" time="6.500"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i405]" time="12.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i406]" time="9.504"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i407]" time="4.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i408]" time="5.455"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601271 [1462] (title: Employment Law ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601271 [1462] (title: Employment Law ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i409]" time="5.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i410]" time="3.548"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601274 [885] (title: Prohibition Sig) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601274 [885] (title: Prohibition Sig) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i411]" time="4.414"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i412]" time="5.682"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i413]" time="5.521"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601280 [1292] (title: The Experimenta) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601280 [1292] (title: The Experimenta) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i414]" time="6.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i415]" time="5.463"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i416]" time="5.462"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i417]" time="5.472"><properties><property name="score" value="0.85" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601291 [1168] (title: Improving Assoc) is a human-generated sample, misclassified as AI-generated with confidence 0.85&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601291 [1168] (title: Improving Assoc) is a human-generated sample, misclassified as AI-generated with confidence 0.85
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i418]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i419]" time="8.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i420]" time="6.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i421]" time="7.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i422]" time="4.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i423]" time="6.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i424]" time="4.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i425]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i426]" time="6.480"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601324 [1166] (title: GAN-Based Semi-) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601324 [1166] (title: GAN-Based Semi-) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i427]" time="11.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i428]" time="5.479"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601331 [1053] (title: A Novel Paralle) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601331 [1053] (title: A Novel Paralle) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i429]" time="3.468"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601338 [821] (title: Top-Down Synthe) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601338 [821] (title: Top-Down Synthe) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i430]" time="9.783"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i431]" time="8.511"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i432]" time="7.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i433]" time="6.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i434]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i435]" time="13.543"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601354 [943] (title: Compensation of) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601354 [943] (title: Compensation of) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i436]" time="5.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i437]" time="9.954"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i438]" time="4.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i439]" time="6.832"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i440]" time="6.524"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i441]" time="5.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i442]" time="5.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i443]" time="7.707"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i444]" time="7.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i445]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i446]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i447]" time="6.519"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i448]" time="3.462"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601418 [408] (title: The Classificat) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601418 [408] (title: The Classificat) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i449]" time="4.424"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i450]" time="3.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i451]" time="7.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i452]" time="5.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i453]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i454]" time="6.574"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601446 [797] (title: Development and) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601446 [797] (title: Development and) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i455]" time="5.456"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i456]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i457]" time="6.509"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601454 [342] (title: The Training Se) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601454 [342] (title: The Training Se) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i458]" time="6.912"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i459]" time="4.490"><properties><property name="score" value="0.72" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601456 [813] (title: Distribution of) is a human-generated sample, misclassified as AI-generated with confidence 0.72&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601456 [813] (title: Distribution of) is a human-generated sample, misclassified as AI-generated with confidence 0.72
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i460]" time="5.433"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i461]" time="4.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i462]" time="3.441"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i463]" time="5.466"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601472 [1208] (title: Information Dec) is a human-generated sample, misclassified as AI-generated with confidence 0.97&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601472 [1208] (title: Information Dec) is a human-generated sample, misclassified as AI-generated with confidence 0.97
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i464]" time="6.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i465]" time="3.472"><properties><property name="score" value="0.54" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601478 [648] (title: Experimental St) is a human-generated sample, misclassified as AI-generated with confidence 0.54&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601478 [648] (title: Experimental St) is a human-generated sample, misclassified as AI-generated with confidence 0.54
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i466]" time="4.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i467]" time="3.326"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601485 [406] (title: Approaches to s) is a human-generated sample, misclassified as AI-generated with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601485 [406] (title: Approaches to s) is a human-generated sample, misclassified as AI-generated with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i468]" time="6.877"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i469]" time="5.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i470]" time="5.641"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i471]" time="5.626"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i472]" time="4.458"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601534 [623] (title: An Overview of ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601534 [623] (title: An Overview of ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i473]" time="10.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i474]" time="6.501"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i475]" time="4.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i476]" time="8.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i477]" time="4.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i478]" time="4.435"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i479]" time="3.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i480]" time="4.417"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i481]" time="5.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i482]" time="6.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i483]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i484]" time="4.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i485]" time="3.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i486]" time="4.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i487]" time="3.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i488]" time="4.446"><properties><property name="score" value="0.94" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601641 [807] (title: Analysis on the) is a human-generated sample, misclassified as AI-generated with confidence 0.94&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601641 [807] (title: Analysis on the) is a human-generated sample, misclassified as AI-generated with confidence 0.94
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i489]" time="5.854"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i490]" time="9.626"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i491]" time="4.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i492]" time="5.702"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i493]" time="6.316"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i494]" time="20.620"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601669 [735] (title: New Dimensional) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601669 [735] (title: New Dimensional) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i495]" time="5.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i496]" time="9.528"><properties><property name="score" value="0.64" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i497]" time="6.487"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-init.jsonl:8601681 [1756] (title: mHealth4Afrika ) is a human-generated sample, misclassified as AI-generated with confidence 1.0&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/ieee-init.jsonl:8601681 [1756] (title: mHealth4Afrika ) is a human-generated sample, misclassified as AI-generated with confidence 1.0
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i498]" time="7.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_human_jsonl[i499]" time="5.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i0]" time="4.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i1]" time="4.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i2]" time="3.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i3]" time="5.444"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i4]" time="5.462"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i5]" time="7.625"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i6]" time="3.448"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i7]" time="4.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i8]" time="4.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i9]" time="6.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i10]" time="5.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i11]" time="4.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i12]" time="4.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i13]" time="4.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i14]" time="4.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i15]" time="8.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i16]" time="6.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i17]" time="5.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i18]" time="6.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i19]" time="6.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i20]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i21]" time="4.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i22]" time="3.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i23]" time="3.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i24]" time="4.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i25]" time="5.452"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i26]" time="6.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i27]" time="10.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i28]" time="3.443"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i29]" time="6.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i30]" time="5.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i31]" time="4.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i32]" time="4.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i33]" time="3.440"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i34]" time="7.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i35]" time="5.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i36]" time="6.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i37]" time="25.635"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i38]" time="5.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i39]" time="4.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i40]" time="17.055"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i41]" time="4.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i42]" time="10.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i43]" time="6.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i44]" time="4.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i45]" time="4.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i46]" time="4.440"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i47]" time="5.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i48]" time="6.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i49]" time="4.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i50]" time="4.431"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i51]" time="10.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i52]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i53]" time="5.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i54]" time="6.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i55]" time="4.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i56]" time="3.423"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i57]" time="4.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i58]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i59]" time="6.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i60]" time="3.447"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i61]" time="4.439"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i62]" time="3.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i63]" time="8.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i64]" time="3.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i65]" time="22.662"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i66]" time="3.447"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i67]" time="4.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i68]" time="5.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i69]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i70]" time="3.437"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i71]" time="4.453"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i72]" time="4.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i73]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i74]" time="5.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i75]" time="4.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i76]" time="4.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i77]" time="3.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i78]" time="6.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i79]" time="4.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i80]" time="4.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i81]" time="6.633"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i82]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i83]" time="5.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i84]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i85]" time="5.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i86]" time="2.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i87]" time="6.642"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i88]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i89]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i90]" time="4.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i91]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i92]" time="5.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i93]" time="5.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i94]" time="5.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i95]" time="6.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i96]" time="4.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i97]" time="13.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i98]" time="5.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i99]" time="4.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i100]" time="6.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i101]" time="7.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i102]" time="7.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i103]" time="3.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i104]" time="5.436"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i105]" time="5.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i106]" time="5.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i107]" time="3.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i108]" time="4.435"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i109]" time="3.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i110]" time="4.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i111]" time="4.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i112]" time="3.429"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i113]" time="4.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i114]" time="5.375"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i115]" time="4.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i116]" time="6.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i117]" time="3.694"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i118]" time="4.690"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i119]" time="5.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i120]" time="3.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i121]" time="6.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i122]" time="5.897"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i123]" time="3.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i124]" time="4.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i125]" time="3.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i126]" time="7.560"><properties><property 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name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i407]" time="4.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i408]" time="3.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i409]" time="4.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i410]" time="10.178"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i411]" time="5.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i412]" time="6.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i413]" time="4.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i414]" time="5.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i415]" time="4.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i416]" time="4.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i417]" time="4.577"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i418]" time="5.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i419]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i420]" time="3.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i421]" time="9.602"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i422]" time="4.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i423]" time="5.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i424]" time="5.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i425]" time="4.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i426]" time="6.917"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i427]" time="11.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i428]" time="5.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i429]" time="4.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i430]" time="6.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i431]" time="3.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i432]" time="4.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i433]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i434]" time="6.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i435]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i436]" time="6.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i437]" time="5.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i438]" time="6.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i439]" time="5.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i440]" time="6.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i441]" time="5.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i442]" time="13.592"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i443]" time="3.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i444]" time="5.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i445]" time="4.592"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i446]" time="4.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i447]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i448]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i449]" time="3.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i450]" time="5.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i451]" time="4.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i452]" time="3.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i453]" time="15.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i454]" time="4.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i455]" time="3.444"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i456]" time="3.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i457]" time="6.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i458]" time="4.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i459]" time="7.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i460]" time="4.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i461]" time="4.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i462]" time="6.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i463]" time="3.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i464]" time="3.696"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i465]" time="3.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i466]" time="12.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i467]" time="5.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i468]" time="5.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i469]" time="3.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i470]" time="5.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i471]" time="11.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i472]" time="5.634"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i473]" time="6.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i474]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i475]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i476]" time="9.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i477]" time="3.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i478]" time="4.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i479]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i480]" time="5.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i481]" time="3.471"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i482]" time="4.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i483]" time="3.542"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i484]" time="4.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i485]" time="3.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i486]" time="4.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i487]" time="4.637"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i488]" time="6.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i489]" time="5.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i490]" time="5.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i491]" time="4.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i492]" time="4.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i493]" time="4.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i494]" time="10.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i495]" time="7.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i496]" time="4.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i497]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i498]" time="19.639"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_generation_jsonl[i499]" time="8.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i0]" time="5.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i1]" time="5.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i2]" time="17.270"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i3]" time="4.572"><properties><property name="score" value="0.92" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600013 (title: Robust offline trained neural network for TDOA bas) is an LLM-generated sample, misclassified as human-generated with confidence 0.92&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600013 (title: Robust offline trained neural network for TDOA bas) is an LLM-generated sample, misclassified as human-generated with confidence 0.92
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i4]" time="13.514"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600014 (title: Gaussian MAC with Feedback and Strictly Causal Sta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600014 (title: Gaussian MAC with Feedback and Strictly Causal Sta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i5]" time="3.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i6]" time="4.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i7]" time="3.479"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i8]" time="8.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i9]" time="4.472"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i10]" time="9.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i11]" time="5.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i12]" time="4.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i13]" time="4.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i14]" time="5.483"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600045 (title: A Method Based on Frequent Pattern Mining to Predi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600045 (title: A Method Based on Frequent Pattern Mining to Predi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i15]" time="8.043"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i16]" time="4.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i17]" time="5.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i18]" time="4.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i19]" time="3.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i20]" time="4.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i21]" time="6.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i22]" time="5.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i23]" time="6.963"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i24]" time="8.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i25]" time="3.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i26]" time="12.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i27]" time="7.843"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600080 (title: Identification of Coronary Artery Diseased Subject) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600080 (title: Identification of Coronary Artery Diseased Subject) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i28]" time="12.618"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i29]" time="6.078"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i30]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i31]" time="6.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i32]" time="4.595"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600088 (title: Weighted Nuclear Norm and TV Regularization based ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600088 (title: Weighted Nuclear Norm and TV Regularization based ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i33]" time="3.565"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600089 (title: Modeling MME Residence Time in LTE based Cellular ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600089 (title: Modeling MME Residence Time in LTE based Cellular ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i34]" time="6.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i35]" time="5.517"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600091 (title: Improved Epoch Extraction Using Variational Mode D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600091 (title: Improved Epoch Extraction Using Variational Mode D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i36]" time="9.603"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i37]" time="8.550"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600094 (title: NLOS Detection and Mitigation for UWB/IMU Fusion S) is an LLM-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600094 (title: NLOS Detection and Mitigation for UWB/IMU Fusion S) is an LLM-generated sample, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i38]" time="4.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i39]" time="6.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i40]" time="10.520"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600099 (title: Ranking-based Collaborative Clustering for Heterog) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600099 (title: Ranking-based Collaborative Clustering for Heterog) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i41]" time="3.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i42]" time="5.364"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i43]" time="10.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i44]" time="5.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i45]" time="10.321"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i46]" time="7.427"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i47]" time="6.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i48]" time="6.508"><properties><property name="score" value="0.94" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i49]" time="5.576"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i50]" time="4.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i51]" time="6.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i52]" time="5.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i53]" time="10.540"><properties><property name="score" value="0.82" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600131 (title: Cell-Phone Identification from Recompressed Audio ) is an LLM-generated sample, misclassified as human-generated with confidence 0.82&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600131 (title: Cell-Phone Identification from Recompressed Audio ) is an LLM-generated sample, misclassified as human-generated with confidence 0.82
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i54]" time="4.517"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600132 (title: Spatial Image Steganalysis Based on ResNeXt) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600132 (title: Spatial Image Steganalysis Based on ResNeXt) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i55]" time="3.437"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i56]" time="4.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i57]" time="6.486"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i58]" time="3.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i59]" time="5.464"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600143 (title: Balanced Use of Battery Power in Ad-hoc Wireless S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600143 (title: Balanced Use of Battery Power in Ad-hoc Wireless S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i60]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i61]" time="6.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i62]" time="5.786"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i63]" time="4.584"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i64]" time="3.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i65]" time="7.561"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600153 (title: A New Combinatorial Design Based Data En-Route Fil) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600153 (title: A New Combinatorial Design Based Data En-Route Fil) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i66]" time="20.886"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i67]" time="4.751"><properties><property name="score" value="0.8200000000000001" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i68]" time="3.529"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i69]" time="7.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i70]" time="5.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i71]" time="6.568"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600169 (title: LayerOS: Scheduling Apps between the Local System ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600169 (title: LayerOS: Scheduling Apps between the Local System ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i72]" time="4.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i73]" time="6.465"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600178 (title: Cost Effective Hash Chain Based Key Pre-Distributi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600178 (title: Cost Effective Hash Chain Based Key Pre-Distributi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i74]" time="4.475"><properties><property name="score" value="0.78" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600186 (title: Atmospheric Absorption Loss Estimation of Terahert) is an LLM-generated sample, misclassified as human-generated with confidence 0.78&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600186 (title: Atmospheric Absorption Loss Estimation of Terahert) is an LLM-generated sample, misclassified as human-generated with confidence 0.78
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i75]" time="8.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i76]" time="6.537"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600190 (title: Manner of Articulation based Split Lattices for Ph) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600190 (title: Manner of Articulation based Split Lattices for Ph) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i77]" time="14.687"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i78]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i79]" time="4.478"><properties><property name="score" value="0.81" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600198 (title: Cell Search Algorithms at Low SNR for WiMAX System) is an LLM-generated sample, misclassified as human-generated with confidence 0.81&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600198 (title: Cell Search Algorithms at Low SNR for WiMAX System) is an LLM-generated sample, misclassified as human-generated with confidence 0.81
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i80]" time="6.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i81]" time="5.556"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i82]" time="5.518"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600201 (title: Control and Management of Optical Networks Using O) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600201 (title: Control and Management of Optical Networks Using O) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i83]" time="7.531"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600202 (title: Mridangam Artist Identification from Taniavartanam) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600202 (title: Mridangam Artist Identification from Taniavartanam) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i84]" time="3.491"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i85]" time="7.535"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600206 (title: A 3D Placement of Unmanned Aerial Vehicle Base Sta) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600206 (title: A 3D Placement of Unmanned Aerial Vehicle Base Sta) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i86]" time="5.672"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i87]" time="7.512"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i88]" time="5.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i89]" time="3.480"><properties><property name="score" value="0.96" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i90]" time="3.413"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i91]" time="4.619"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600216 (title: Research on the Hidden Markov Model in Hot Topics ) is an LLM-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600216 (title: Research on the Hidden Markov Model in Hot Topics ) is an LLM-generated sample, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i92]" time="5.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i93]" time="4.485"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600219 (title: Deep Learning Intrusion Detection Model Based on O) is an LLM-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600219 (title: Deep Learning Intrusion Detection Model Based on O) is an LLM-generated sample, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i94]" time="3.443"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i95]" time="4.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i96]" time="3.444"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i97]" time="5.494"><properties><property name="score" value="0.92" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600231 (title: Uplink Asynchronous Fractional Pilots Scheduling i) is an LLM-generated sample, misclassified as human-generated with confidence 0.92&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600231 (title: Uplink Asynchronous Fractional Pilots Scheduling i) is an LLM-generated sample, misclassified as human-generated with confidence 0.92
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i98]" time="5.889"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i99]" time="5.983"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i100]" time="5.495"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600237 (title: The Adaptive Communication Network Architecture of) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600237 (title: The Adaptive Communication Network Architecture of) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i101]" time="4.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i102]" time="2.450"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i103]" time="5.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i104]" time="3.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i105]" time="3.670"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600246 (title: Dynamic Spectrum Assignment Based on Quantum Harmo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600246 (title: Dynamic Spectrum Assignment Based on Quantum Harmo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i106]" time="6.032"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i107]" time="5.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i108]" time="18.686"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i109]" time="5.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i110]" time="4.505"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i111]" time="5.450"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i112]" time="6.499"><properties><property name="score" value="0.86" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i113]" time="7.610"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i114]" time="7.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i115]" time="5.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i116]" time="6.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i117]" time="8.604"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i118]" time="5.826"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i119]" time="4.489"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i120]" time="6.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i121]" time="4.496"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i122]" time="6.494"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i123]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i124]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i125]" time="3.485"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i126]" time="4.556"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600333 (title: Action-Stage Emphasized Spatiotemporal VLAD for Vi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600333 (title: Action-Stage Emphasized Spatiotemporal VLAD for Vi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i127]" time="4.588"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i128]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i129]" time="6.465"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600342 (title: Towards High-Efficient Transaction Commitment in a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600342 (title: Towards High-Efficient Transaction Commitment in a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i130]" time="7.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i131]" time="6.575"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i132]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i133]" time="5.464"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i134]" time="4.495"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i135]" time="3.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i136]" time="20.645"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i137]" time="9.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i138]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i139]" time="5.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i140]" time="5.536"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600373 (title: Lightweight Feature Fusion Network for Single Imag) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600373 (title: Lightweight Feature Fusion Network for Single Imag) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i141]" time="5.628"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600375 (title: Navion: A 2-mW Fully Integrated Real-Time Visual-I) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600375 (title: Navion: A 2-mW Fully Integrated Real-Time Visual-I) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i142]" time="11.057"><properties><property name="score" value="0.5" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600380 (title: Dynamic Texture Classification Using Unsupervised ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600380 (title: Dynamic Texture Classification Using Unsupervised ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i143]" time="4.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i144]" time="5.507"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600384 (title: A Generative Discriminatory Classified Network for) is an LLM-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600384 (title: A Generative Discriminatory Classified Network for) is an LLM-generated sample, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i145]" time="5.501"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i146]" time="5.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i147]" time="3.521"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600393 (title: Prescribed-Time Observers for Linear Systems in Ob) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600393 (title: Prescribed-Time Observers for Linear Systems in Ob) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i148]" time="4.467"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i149]" time="6.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i150]" time="7.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i151]" time="3.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i152]" time="9.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i153]" time="3.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i154]" time="6.509"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600424 (title: Audiovisual Synchrony Detection with Optimized Aud) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600424 (title: Audiovisual Synchrony Detection with Optimized Aud) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i155]" time="4.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i156]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i157]" time="6.589"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600431 (title: Rotation and Precession Periods Estimation of Unst) is an LLM-generated sample, misclassified as human-generated with confidence 0.97&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600431 (title: Rotation and Precession Periods Estimation of Unst) is an LLM-generated sample, misclassified as human-generated with confidence 0.97
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i158]" time="3.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i159]" time="4.448"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600437 (title: Visualization of Railway Scene Classification Mode) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600437 (title: Visualization of Railway Scene Classification Mode) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i160]" time="4.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i161]" time="5.452"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i162]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i163]" time="5.685"><properties><property name="score" value="0.89" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600444 (title: Interferometric SAR Baseline Estimation by Partiti) is an LLM-generated sample, misclassified as human-generated with confidence 0.89&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600444 (title: Interferometric SAR Baseline Estimation by Partiti) is an LLM-generated sample, misclassified as human-generated with confidence 0.89
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i164]" time="7.876"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i165]" time="13.577"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i166]" time="12.881"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i167]" time="5.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i168]" time="5.920"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i169]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i170]" time="5.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i171]" time="4.495"><properties><property name="score" value="0.75" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i172]" time="3.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i173]" time="4.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i174]" time="3.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i175]" time="5.012"><properties><property name="score" value="0.75" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600476 (title: An Improved MMSE-RISIC Equalization Algorithm Base) is an LLM-generated sample, misclassified as human-generated with confidence 0.75&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600476 (title: An Improved MMSE-RISIC Equalization Algorithm Base) is an LLM-generated sample, misclassified as human-generated with confidence 0.75
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i176]" time="6.244"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i177]" time="5.507"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600484 (title: A Modeling Attack Resistant R-XOR APUF Based on FP) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600484 (title: A Modeling Attack Resistant R-XOR APUF Based on FP) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i178]" time="4.495"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600485 (title: Towards 3D Human Action Recognition Using a Distil) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600485 (title: Towards 3D Human Action Recognition Using a Distil) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i179]" time="5.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i180]" time="6.880"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i181]" time="3.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i182]" time="3.475"><properties><property name="score" value="0.92" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i183]" time="4.581"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i184]" time="4.489"><properties><property name="score" value="0.69" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i185]" time="5.467"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600501 (title: Multi-frame Image Super Resolution with Natural Im) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600501 (title: Multi-frame Image Super Resolution with Natural Im) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i186]" time="4.483"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i187]" time="4.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i188]" time="5.597"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i189]" time="4.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i190]" time="7.518"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600508 (title: A Raspberry Pi Based Event Driven Quasi Real Time ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600508 (title: A Raspberry Pi Based Event Driven Quasi Real Time ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i191]" time="5.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i192]" time="5.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i193]" time="6.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i194]" time="4.021"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i195]" time="8.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i196]" time="6.506"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600517 (title: A Pre-Compensation Method for Digital-to-Analog Co) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600517 (title: A Pre-Compensation Method for Digital-to-Analog Co) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i197]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i198]" time="5.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i199]" time="3.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i200]" time="5.085"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i201]" time="3.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i202]" time="3.803"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i203]" time="7.903"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i204]" time="11.635"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i205]" time="14.702"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i206]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i207]" time="3.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i208]" time="8.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i209]" time="6.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i210]" time="5.528"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600543 (title: Real-Time Simulation of Electric Vehicle Battery C) is an LLM-generated sample, misclassified as human-generated with confidence 0.97&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600543 (title: Real-Time Simulation of Electric Vehicle Battery C) is an LLM-generated sample, misclassified as human-generated with confidence 0.97
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i211]" time="4.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i212]" time="3.446"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600547 (title: Visualization of Large-Scale Electric Grid Oscilla) is an LLM-generated sample, misclassified as human-generated with confidence 0.97&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600547 (title: Visualization of Large-Scale Electric Grid Oscilla) is an LLM-generated sample, misclassified as human-generated with confidence 0.97
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i213]" time="10.535"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600549 (title: Residential Load Forecasting Using Deep Neural Net) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600549 (title: Residential Load Forecasting Using Deep Neural Net) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i214]" time="4.506"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i215]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i216]" time="5.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i217]" time="4.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i218]" time="7.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i219]" time="5.624"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i220]" time="3.581"><properties><property name="score" value="0.65" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600580 (title: Bilevel Programming-Based Unit Commitment for Loca) is an LLM-generated sample, misclassified as human-generated with confidence 0.65&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600580 (title: Bilevel Programming-Based Unit Commitment for Loca) is an LLM-generated sample, misclassified as human-generated with confidence 0.65
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i221]" time="7.595"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i222]" time="7.530"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600584 (title: Minimization of Ohmic Losses in Power Networks by ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600584 (title: Minimization of Ohmic Losses in Power Networks by ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i223]" time="10.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i224]" time="5.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i225]" time="3.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i226]" time="3.445"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i227]" time="11.611"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i228]" time="4.659"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i229]" time="4.966"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i230]" time="22.708"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i231]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i232]" time="3.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i233]" time="6.597"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i234]" time="2.497"><properties><property name="score" value="0.96" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i235]" time="5.462"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i236]" time="4.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i237]" time="3.491"><properties><property name="score" value="0.56" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600650 (title: Fast Generator Placement Algorithm using High Perf) is an LLM-generated sample, misclassified as human-generated with confidence 0.56&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600650 (title: Fast Generator Placement Algorithm using High Perf) is an LLM-generated sample, misclassified as human-generated with confidence 0.56
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i238]" time="4.449"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i239]" time="4.656"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i240]" time="11.581"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i241]" time="6.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i242]" time="9.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i243]" time="7.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i244]" time="3.477"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600676 (title: Solar Photovoltaic output prediction using Jackkni) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600676 (title: Solar Photovoltaic output prediction using Jackkni) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i245]" time="5.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i246]" time="8.550"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i247]" time="16.855"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i248]" time="5.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i249]" time="5.509"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600725 (title: Supporting the Momentum Training Algorithm Using a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600725 (title: Supporting the Momentum Training Algorithm Using a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i250]" time="6.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i251]" time="8.515"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600730 (title: High-Performance Visual Tracking With Extreme Lear) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600730 (title: High-Performance Visual Tracking With Extreme Lear) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i252]" time="4.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i253]" time="8.524"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i254]" time="4.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i255]" time="7.526"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600736 (title: Forecasting Traffic Volume at a Designated Cross-S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600736 (title: Forecasting Traffic Volume at a Designated Cross-S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i256]" time="3.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i257]" time="11.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i258]" time="5.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i259]" time="5.569"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i260]" time="4.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i261]" time="7.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i262]" time="3.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i263]" time="5.529"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600754 (title: A Castle of Glass: Leaky IoT Appliances in Modern ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600754 (title: A Castle of Glass: Leaky IoT Appliances in Modern ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i264]" time="4.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i265]" time="6.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i266]" time="5.516"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600762 (title: Latent Factor-Based Recommenders Relying on Extend) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600762 (title: Latent Factor-Based Recommenders Relying on Extend) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i267]" time="5.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i268]" time="6.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i269]" time="7.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i270]" time="8.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i271]" time="5.497"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i272]" time="8.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i273]" time="6.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i274]" time="6.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i275]" time="9.550"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600788 (title: Communication scheduling and remote estimation wit) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600788 (title: Communication scheduling and remote estimation wit) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i276]" time="3.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i277]" time="4.614"><properties><property name="score" value="0.95" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i278]" time="5.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i279]" time="5.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i280]" time="4.480"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600819 (title: Small Parts Classification with Flexible Machine V) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600819 (title: Small Parts Classification with Flexible Machine V) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i281]" time="7.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i282]" time="5.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i283]" time="4.759"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600827 (title: Towards Real-Time Capable Simulations with a Conta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600827 (title: Towards Real-Time Capable Simulations with a Conta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i284]" time="9.525"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i285]" time="5.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i286]" time="6.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i287]" time="4.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i288]" time="5.505"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i289]" time="8.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i290]" time="8.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i291]" time="4.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i292]" time="6.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i293]" time="5.504"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600849 (title: Analog Ultra Low-Power Acoustic Wake-Up System Bas) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600849 (title: Analog Ultra Low-Power Acoustic Wake-Up System Bas) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i294]" time="6.497"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600851 (title: Ultra-low-latency Video Coding Method for Autonomo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600851 (title: Ultra-low-latency Video Coding Method for Autonomo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i295]" time="4.494"><properties><property name="score" value="0.62" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600852 (title: Speaker Recognition For Digital Forensic Audio Ana) is an LLM-generated sample, misclassified as human-generated with confidence 0.62&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600852 (title: Speaker Recognition For Digital Forensic Audio Ana) is an LLM-generated sample, misclassified as human-generated with confidence 0.62
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i296]" time="4.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i297]" time="7.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i298]" time="6.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i299]" time="8.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i300]" time="10.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i301]" time="18.887"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i302]" time="6.527"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600860 (title: The Industrial IoT for Nusantara) is an LLM-generated sample, misclassified as human-generated with confidence 0.97&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600860 (title: The Industrial IoT for Nusantara) is an LLM-generated sample, misclassified as human-generated with confidence 0.97
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i303]" time="4.506"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i304]" time="6.527"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600863 (title: A new method for fast detection and pose estimatio) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600863 (title: A new method for fast detection and pose estimatio) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i305]" time="4.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i306]" time="5.713"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i307]" time="4.488"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600869 (title: Flood Modelling and Prediction Using Artificial Ne) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600869 (title: Flood Modelling and Prediction Using Artificial Ne) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i308]" time="4.525"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i309]" time="5.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i310]" time="4.044"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i311]" time="4.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i312]" time="6.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i313]" time="5.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i314]" time="4.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i315]" time="6.518"><properties><property name="score" value="0.95" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i316]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i317]" time="6.488"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600891 (title: Smart ECG Holter Monitoring System Using Smartphon) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600891 (title: Smart ECG Holter Monitoring System Using Smartphon) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i318]" time="5.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i319]" time="4.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i320]" time="5.498"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600895 (title: Realization of IPv6 connectivity via RS485 fieldbu) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600895 (title: Realization of IPv6 connectivity via RS485 fieldbu) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i321]" time="3.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i322]" time="14.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i323]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i324]" time="11.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i325]" time="4.731"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i326]" time="8.127"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i327]" time="3.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i328]" time="5.456"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i329]" time="5.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i330]" time="5.696"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i331]" time="4.837"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i332]" time="4.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i333]" time="6.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i334]" time="17.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i335]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i336]" time="19.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i337]" time="6.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i338]" time="2.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i339]" time="16.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i340]" time="6.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i341]" time="6.188"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i342]" time="5.510"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600936 (title: Reactive HLA-based Distributed Simulation Systems ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600936 (title: Reactive HLA-based Distributed Simulation Systems ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i343]" time="4.484"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600937 (title: Delay-based Distribution and Optimization of A Sim) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600937 (title: Delay-based Distribution and Optimization of A Sim) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i344]" time="4.452"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i345]" time="4.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i346]" time="7.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i347]" time="3.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i348]" time="6.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i349]" time="9.527"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i350]" time="12.595"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8600998 (title: Adaptive Event Driven Framework for Real Time Mult) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8600998 (title: Adaptive Event Driven Framework for Real Time Mult) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i351]" time="5.583"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i352]" time="5.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i353]" time="6.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i354]" time="4.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i355]" time="7.922"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i356]" time="6.553"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i357]" time="6.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i358]" time="4.508"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601025 (title: MRAS Based Sensorless Control of High Speed PMSMs ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601025 (title: MRAS Based Sensorless Control of High Speed PMSMs ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i359]" time="5.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i360]" time="6.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i361]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i362]" time="5.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i363]" time="11.682"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i364]" time="14.623"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i365]" time="4.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i366]" time="5.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i367]" time="3.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i368]" time="4.451"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601141 (title: Energy Saving Transmission Technique for Poisson D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601141 (title: Energy Saving Transmission Technique for Poisson D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i369]" time="4.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i370]" time="14.370"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601150 (title: Device Classification for NILM using FIT-PS compar) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601150 (title: Device Classification for NILM using FIT-PS compar) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i371]" time="4.555"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i372]" time="10.578"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i373]" time="5.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i374]" time="6.722"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i375]" time="5.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i376]" time="5.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i377]" time="7.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i378]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i379]" time="7.541"><properties><property name="score" value="0.52" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i380]" time="6.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i381]" time="6.852"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i382]" time="5.516"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601203 (title: Performance Analysis of Machine Learning Classifie) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601203 (title: Performance Analysis of Machine Learning Classifie) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i383]" time="3.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i384]" time="5.502"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601218 (title: Detecting and Removing the Impulsive Noise in OFDM) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601218 (title: Detecting and Removing the Impulsive Noise in OFDM) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i385]" time="5.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i386]" time="6.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i387]" time="10.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i388]" time="4.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i389]" time="5.471"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601232 (title: A Training Utility for Estimating the Bowling Spee) is an LLM-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601232 (title: A Training Utility for Estimating the Bowling Spee) is an LLM-generated sample, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i390]" time="4.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i391]" time="3.543"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i392]" time="8.504"><properties><property name="score" value="0.7" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i393]" time="5.537"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i394]" time="5.525"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601242 (title: Retinal Vessel Tortuosity Characterisation Using B) is an LLM-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601242 (title: Retinal Vessel Tortuosity Characterisation Using B) is an LLM-generated sample, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i395]" time="9.900"><properties><property name="score" value="0.98" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601243 (title: Preprocessed Faster RCNN for Vehicle Detection) is an LLM-generated sample, misclassified as human-generated with confidence 0.98&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601243 (title: Preprocessed Faster RCNN for Vehicle Detection) is an LLM-generated sample, misclassified as human-generated with confidence 0.98
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i396]" time="5.010"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i397]" time="6.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i398]" time="4.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i399]" time="5.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i400]" time="3.582"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601254 (title: Emulating Software Defined Network Using Mininet a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601254 (title: Emulating Software Defined Network Using Mininet a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i401]" time="8.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i402]" time="6.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i403]" time="5.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i404]" time="11.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i405]" time="17.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i406]" time="13.570"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i407]" time="6.398"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i408]" time="10.237"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i409]" time="15.896"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i410]" time="8.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i411]" time="6.800"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i412]" time="5.432"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i413]" time="8.585"><properties><property name="score" value="0.75" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601280 (title: The Experimental Comparison of Features for Hand D) is an LLM-generated sample, misclassified as human-generated with confidence 0.75&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601280 (title: The Experimental Comparison of Features for Hand D) is an LLM-generated sample, misclassified as human-generated with confidence 0.75
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i414]" time="6.636"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i415]" time="6.553"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i416]" time="4.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i417]" time="5.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i418]" time="5.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i419]" time="11.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i420]" time="18.632"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i421]" time="15.817"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601303 (title: A Controllable Deflection Routing and Wavelength A) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601303 (title: A Controllable Deflection Routing and Wavelength A) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i422]" time="8.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i423]" time="8.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i424]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i425]" time="5.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i426]" time="12.624"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i427]" time="7.885"><properties><property name="score" value="0.88" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i428]" time="6.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i429]" time="3.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i430]" time="4.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i431]" time="4.514"><properties><property name="score" value="0.81" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601343 (title: Automatically Evaluating Balance: A Machine Learni) is an LLM-generated sample, misclassified as human-generated with confidence 0.81&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601343 (title: Automatically Evaluating Balance: A Machine Learni) is an LLM-generated sample, misclassified as human-generated with confidence 0.81
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i432]" time="10.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i433]" time="5.505"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601346 (title: BLUEs and Reliability Analysis for General Censore) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601346 (title: BLUEs and Reliability Analysis for General Censore) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i434]" time="5.714"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601351 (title: PolSAR Image Semantic Segmentation Based on Deep T) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601351 (title: PolSAR Image Semantic Segmentation Based on Deep T) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i435]" time="5.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i436]" time="3.467"><properties><property name="score" value="0.52" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601356 (title: Identification of Composite Demand Side Model With) is an LLM-generated sample, misclassified as human-generated with confidence 0.52&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601356 (title: Identification of Composite Demand Side Model With) is an LLM-generated sample, misclassified as human-generated with confidence 0.52
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i437]" time="13.640"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i438]" time="11.861"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i439]" time="20.978"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601362 (title: Cofactor-Based Efficient Endmember Extraction for ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601362 (title: Cofactor-Based Efficient Endmember Extraction for ) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i440]" time="16.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i441]" time="3.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i442]" time="9.898"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i443]" time="6.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i444]" time="5.519"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601379 (title: Stiffness Control of Deformable Robots Using Finit) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601379 (title: Stiffness Control of Deformable Robots Using Finit) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i445]" time="3.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i446]" time="4.484"><properties><property name="score" value="0.65" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i447]" time="4.482"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i448]" time="4.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i449]" time="3.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i450]" time="4.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i451]" time="7.531"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601430 (title: Short-Term Forecast of Electricity Load for LLC &amp;#) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601430 (title: Short-Term Forecast of Electricity Load for LLC &amp;#) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i452]" time="4.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i453]" time="5.559"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601440 (title: Perspective Neural Network Algorithms for Dynamic ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601440 (title: Perspective Neural Network Algorithms for Dynamic ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i454]" time="4.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i455]" time="10.561"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i456]" time="4.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i457]" time="4.783"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i458]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i459]" time="5.711"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i460]" time="4.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i461]" time="4.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i462]" time="4.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i463]" time="5.551"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i464]" time="7.592"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i465]" time="3.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i466]" time="3.450"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i467]" time="3.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i468]" time="5.989"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i469]" time="6.517"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601497 (title: Estimation of Probability of Error on Degree Teleg) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601497 (title: Estimation of Probability of Error on Degree Teleg) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i470]" time="4.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i471]" time="5.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i472]" time="7.508"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i473]" time="7.536"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i474]" time="5.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i475]" time="6.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i476]" time="8.526"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601560 (title: Photovoltaic Modules Power Degradation and Lifetim) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601560 (title: Photovoltaic Modules Power Degradation and Lifetim) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i477]" time="3.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i478]" time="5.475"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601567 (title: A new PV generation power prediction model based o) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601567 (title: A new PV generation power prediction model based o) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i479]" time="4.497"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601579 (title: Correlation Mining for Reconstruction Measures and) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601579 (title: Correlation Mining for Reconstruction Measures and) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i480]" time="6.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i481]" time="5.528"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601588 (title: An Equivalent Modeling Method for Multi-port Area ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601588 (title: An Equivalent Modeling Method for Multi-port Area ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i482]" time="4.499"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i483]" time="4.441"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i484]" time="5.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i485]" time="3.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i486]" time="4.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i487]" time="3.555"><properties><property name="score" value="0.96" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i488]" time="4.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i489]" time="4.487"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601654 (title: Equivalent Modeling of Distributed Photovoltaic Po) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601654 (title: Equivalent Modeling of Distributed Photovoltaic Po) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i490]" time="5.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i491]" time="4.561"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i492]" time="5.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i493]" time="4.490"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601668 (title: Decision Tree-based Real-time Emergency Control St) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601668 (title: Decision Tree-based Real-time Emergency Control St) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i494]" time="6.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i495]" time="9.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i496]" time="9.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i497]" time="6.853"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i498]" time="6.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_cheat_polish_jsonl[i499]" time="5.499"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/ieee-chatgpt-polish.jsonl:8601703 (title: Optimal allocation of distributed reactive power c) is an LLM-generated sample, misclassified as human-generated with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-chatgpt-polish.jsonl:8601703 (title: Optimal allocation of distributed reactive power c) is an LLM-generated sample, misclassified as human-generated with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i0]" time="10.635"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i1]" time="6.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i2]" time="7.679"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i3]" time="5.354"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i4]" time="5.852"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i5]" time="5.539"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i6]" time="5.577"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i7]" time="20.447"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i8]" time="6.970"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i9]" time="4.571"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i10]" time="5.915"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i11]" time="7.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i12]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i13]" time="13.698"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i14]" time="3.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i15]" time="3.462"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i16]" time="5.001"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i17]" time="2.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i18]" time="23.084"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i19]" time="4.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i20]" time="5.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i21]" time="3.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i22]" time="4.901"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i23]" time="5.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i24]" time="4.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i25]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i26]" time="9.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i27]" time="4.547"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i28]" time="10.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i29]" time="4.564"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i30]" time="5.496"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i31]" time="5.612"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i32]" time="5.608"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i33]" time="5.620"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i34]" time="5.565"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i35]" time="20.231"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i36]" time="5.560"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i37]" time="5.785"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i38]" time="20.729"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i39]" time="6.217"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i40]" time="9.344"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i41]" time="4.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i42]" time="4.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i43]" time="6.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i44]" time="4.558"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i45]" time="6.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i46]" time="5.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i47]" time="5.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i48]" time="4.512"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i49]" time="4.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i50]" time="4.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i51]" time="3.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i52]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i53]" time="5.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i54]" time="5.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i55]" time="7.159"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i56]" time="7.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i57]" time="5.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i58]" time="5.544"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i59]" time="24.728"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i60]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i61]" time="5.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i62]" time="3.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i63]" time="13.695"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i64]" time="9.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i65]" time="5.589"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i66]" time="13.535"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i67]" time="4.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i68]" time="6.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i69]" time="6.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i70]" time="4.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i71]" time="7.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i72]" time="4.624"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i73]" time="11.585"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/ieee-vicuna-generation.jsonl:8600178 (title: Cost Effective Hash Chain Based Key Pre-Distributi) is an LLM-generated sample, misclassified as human-generated with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-vicuna-generation.jsonl:8600178 (title: Cost Effective Hash Chain Based Key Pre-Distributi) is an LLM-generated sample, misclassified as human-generated with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i74]" time="4.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i75]" time="4.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i76]" time="5.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i77]" time="3.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i78]" time="6.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i79]" time="2.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i80]" time="4.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i81]" time="5.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i82]" time="4.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i83]" time="3.962"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i84]" time="3.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i85]" time="21.632"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i86]" time="5.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i87]" time="5.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i88]" time="5.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i89]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i90]" time="6.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i91]" time="7.383"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i92]" time="9.568"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i93]" time="6.679"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i94]" time="4.620"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i95]" time="10.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i96]" time="8.804"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i97]" time="8.927"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i98]" time="5.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i99]" time="4.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i100]" time="15.217"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i101]" time="11.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i102]" time="5.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i103]" time="4.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i104]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i105]" time="5.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i106]" time="6.554"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i107]" time="5.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i108]" time="10.586"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i109]" time="7.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i110]" time="5.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i111]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i112]" time="4.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i113]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i114]" time="6.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i115]" time="8.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i116]" time="10.690"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i117]" time="7.538"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" 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/></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i267]" time="3.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i268]" time="7.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i269]" time="6.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i270]" time="5.524"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i271]" time="6.601"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i272]" time="5.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i273]" time="6.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i274]" time="3.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i275]" time="3.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i276]" time="9.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i277]" time="5.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i278]" time="2.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i279]" time="6.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i280]" time="8.672"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i281]" time="4.645"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i282]" time="6.001"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i283]" time="6.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i284]" time="6.515"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i285]" time="6.696"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i286]" time="4.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i287]" time="3.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i288]" time="4.448"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i289]" time="4.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i290]" time="12.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i291]" time="5.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i292]" time="15.004"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i293]" time="3.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i294]" time="4.459"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i295]" time="13.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i296]" time="7.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i297]" time="4.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i298]" time="11.572"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i299]" time="4.023"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i300]" time="10.529"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i301]" time="4.968"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i302]" time="7.545"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i303]" time="3.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i304]" time="7.481"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i305]" time="5.546"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i306]" time="5.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i307]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i308]" time="6.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i309]" time="7.821"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i310]" time="19.599"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i311]" time="6.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i312]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i313]" time="3.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i314]" time="3.411"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i315]" time="8.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i316]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i317]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i318]" time="5.431"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i319]" time="9.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i320]" time="5.662"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i321]" time="5.457"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i322]" time="3.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i323]" time="11.533"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i324]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i325]" time="4.480"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i326]" time="3.435"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i327]" time="20.665"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i328]" time="5.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i329]" time="4.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i330]" time="4.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i331]" time="3.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i332]" time="4.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i333]" time="4.499"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i334]" time="11.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i335]" time="6.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i336]" time="10.605"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i337]" time="4.593"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i338]" time="6.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i339]" time="4.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i340]" time="5.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i341]" time="4.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i342]" time="10.582"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i343]" time="5.530"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i344]" time="3.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i345]" time="9.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i346]" time="5.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i347]" time="3.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i348]" time="4.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i349]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i350]" time="5.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i351]" time="4.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i352]" time="5.509"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i353]" time="3.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i354]" time="24.606"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i355]" time="13.971"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i356]" time="4.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i357]" time="23.629"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i358]" time="4.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i359]" time="4.442"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i360]" time="4.387"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i361]" time="6.869"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i362]" time="6.176"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i363]" time="7.122"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i364]" time="13.333"><failure message="httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;">E   httpcore.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;
+
+The above exception was the direct cause of the following exception:
+E   httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;</failure></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i365]" time="5.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i366]" time="5.880"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i367]" time="13.136"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i368]" time="11.673"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i369]" time="5.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i370]" time="3.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i371]" time="7.459"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i372]" time="4.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i373]" time="4.488"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i374]" time="15.579"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i375]" time="3.468"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i376]" time="4.454"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i377]" time="10.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i378]" time="5.531"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i379]" time="11.532"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i380]" time="9.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i381]" time="9.186"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i382]" time="4.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i383]" time="4.429"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i384]" time="20.641"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i385]" time="3.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i386]" time="4.429"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i387]" time="4.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i388]" time="4.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i389]" time="7.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i390]" time="6.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i391]" time="5.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i392]" time="4.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i393]" time="6.109"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i394]" time="4.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i395]" time="4.487"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i396]" time="4.459"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i397]" time="5.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i398]" time="7.549"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i399]" time="4.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i400]" time="6.460"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i401]" time="4.511"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i402]" time="4.438"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i403]" time="4.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i404]" time="5.462"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i405]" time="18.707"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i406]" time="14.548"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i407]" time="5.504"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i408]" time="3.449"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i409]" time="3.418"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i410]" time="5.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i411]" time="16.641"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i412]" time="22.664"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i413]" time="4.526"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i414]" time="5.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i415]" time="10.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i416]" time="4.463"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i417]" time="9.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i418]" time="3.455"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i419]" time="8.629"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i420]" time="5.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i421]" time="5.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i422]" time="4.464"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i423]" time="3.466"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i424]" time="5.672"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i425]" time="5.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i426]" time="5.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i427]" time="3.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i428]" time="4.737"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i429]" time="4.446"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i430]" time="4.491"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i431]" time="10.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i432]" time="6.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i433]" time="3.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i434]" time="10.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i435]" time="4.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i436]" time="3.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i437]" time="3.420"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i438]" time="5.540"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i439]" time="4.721"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i440]" time="5.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i441]" time="3.458"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i442]" time="4.442"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i443]" time="4.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i444]" time="5.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i445]" time="3.485"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i446]" time="4.425"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i447]" time="14.528"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i448]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i449]" time="3.470"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i450]" time="4.906"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i451]" time="4.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i452]" time="5.483"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i453]" time="4.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i454]" time="4.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i455]" time="3.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i456]" time="11.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i457]" time="4.459"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i458]" time="4.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i459]" time="4.445"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i460]" time="7.534"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i461]" time="6.874"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i462]" time="6.279"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i463]" time="5.478"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i464]" time="10.519"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i465]" time="4.634"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i466]" time="4.452"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i467]" time="3.505"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i468]" time="11.489"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i469]" time="15.582"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i470]" time="9.518"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i471]" time="4.705"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i472]" time="5.461"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i473]" time="6.484"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i474]" time="9.514"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i475]" time="5.559"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i476]" time="14.132"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i477]" time="4.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i478]" time="22.600"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i479]" time="16.588"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i480]" time="33.329"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i481]" time="5.694"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i482]" time="9.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i483]" time="4.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i484]" time="4.476"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i485]" time="4.451"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i486]" time="4.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i487]" time="5.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i488]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i489]" time="3.482"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i490]" time="3.503"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i491]" time="5.486"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i492]" time="6.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i493]" time="4.467"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i494]" time="2.444"><properties><property name="score" value="0.84" /></properties><failure message="AssertionError: samples/ieee-vicuna-generation.jsonl:8601669 (title: New Dimensionality Reduction Method of Wind Power ) is an LLM-generated sample, misclassified as human-generated with confidence 0.84&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/ieee-vicuna-generation.jsonl:8601669 (title: New Dimensionality Reduction Method of Wind Power ) is an LLM-generated sample, misclassified as human-generated with confidence 0.84
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i495]" time="3.447"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i496]" time="3.419"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i497]" time="4.493"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i498]" time="6.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_vicuna_generation_jsonl[i499]" time="3.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i0]" time="3.432"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i1]" time="4.450"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i2]" time="4.629"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i3]" time="4.457"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:4 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:4 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i4]" time="12.614"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i5]" time="3.450"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i6]" time="3.458"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:7 was misclassified with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:7 was misclassified with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i7]" time="2.450"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i8]" time="4.437"><properties><property name="score" value="0.72" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:9 was misclassified with confidence 0.72&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:9 was misclassified with confidence 0.72
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i9]" time="8.533"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:10 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:10 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i10]" time="3.477"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i11]" time="5.440"><properties><property name="score" value="0.72" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:12 was misclassified with confidence 0.72&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:12 was misclassified with confidence 0.72
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i12]" time="9.506"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i13]" time="25.724"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:14 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:14 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i14]" time="5.820"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i15]" time="2.424"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i16]" time="6.445"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i17]" time="6.513"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i18]" time="6.480"><properties><property name="score" value="0.77" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i19]" time="7.500"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i20]" time="11.531"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:21 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:21 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i21]" time="12.552"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:22 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:22 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i22]" time="9.552"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i23]" time="8.516"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:24 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:24 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i24]" time="23.672"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:25 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:25 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i25]" time="15.563"><properties><property name="score" value="0.97" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:26 was misclassified with confidence 0.97&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:26 was misclassified with confidence 0.97
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i26]" time="4.517"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:27 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:27 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i27]" time="7.443"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i28]" time="5.474"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i29]" time="4.480"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:30 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:30 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i30]" time="6.467"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:31 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:31 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i31]" time="6.485"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:32 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:32 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i32]" time="3.486"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i33]" time="8.561"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:34 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:34 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i34]" time="3.598"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:35 was misclassified with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:35 was misclassified with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i35]" time="3.430"><properties><property name="score" value="1.0" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:36 was misclassified with confidence 1.0&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:36 was misclassified with confidence 1.0
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i36]" time="17.588"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i37]" time="26.629"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i38]" time="3.483"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:40 was misclassified with confidence 0.99&#10;assert 'Human' == 'AI'&#10;  - AI&#10;  + Human">E   AssertionError: samples/gptzero_eval.csv:40 was misclassified with confidence 0.99
+    assert 'Human' == 'AI'
+      - AI
+      + Human</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i39]" time="2.421"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i40]" time="5.649"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i41]" time="10.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i42]" time="2.437"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i43]" time="5.435"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i44]" time="11.522"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i45]" time="5.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i46]" time="6.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_ai[i47]" time="6.476"><properties><property name="score" value="0.99" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i0]" time="10.560"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:51 was misclassified with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/gptzero_eval.csv:51 was misclassified with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i1]" time="8.481"><properties><property name="score" value="0.97" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i2]" time="7.516"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i3]" time="8.495"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i4]" time="6.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i5]" time="9.497"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i6]" time="6.475"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i7]" time="7.265"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i8]" time="9.563"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i9]" time="9.047"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i10]" time="17.572"><properties><property name="score" value="0.98" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i11]" time="8.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i12]" time="10.562"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i13]" time="15.555"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i14]" time="8.492"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i15]" time="7.517"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i16]" time="7.640"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i17]" time="5.936"><failure message="httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;">E   httpcore.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;
+
+The above exception was the direct cause of the following exception:
+E   httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i18]" time="8.479"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i19]" time="9.621"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i20]" time="7.508"><properties><property name="score" value="0.92" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i21]" time="8.494"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i22]" time="3.316"><failure message="httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;">E   httpcore.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;
+
+The above exception was the direct cause of the following exception:
+E   httpx.RemoteProtocolError: &lt;ConnectionTerminated error_code:ErrorCodes.NO_ERROR, last_stream_id:1, additional_data:None&gt;</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i23]" time="4.438"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i24]" time="6.499"><properties><property name="score" value="0.99" /></properties><failure message="AssertionError: samples/gptzero_eval.csv:75 was misclassified with confidence 0.99&#10;assert 'AI' == 'Human'&#10;  - Human&#10;  + AI">E   AssertionError: samples/gptzero_eval.csv:75 was misclassified with confidence 0.99
+    assert 'AI' == 'Human'
+      - Human
+      + AI</failure></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i25]" time="6.523"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i26]" time="9.501"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i27]" time="2.469"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i28]" time="13.573"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i29]" time="9.567"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i30]" time="3.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i31]" time="9.472"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i32]" time="2.465"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i33]" time="5.432"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i34]" time="2.541"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i35]" time="5.081"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i36]" time="6.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i37]" time="2.450"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i38]" time="6.473"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i39]" time="10.507"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i40]" time="7.502"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i41]" time="6.510"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i42]" time="9.520"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i43]" time="10.521"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i44]" time="4.490"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i45]" time="16.566"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i46]" time="3.448"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i47]" time="3.433"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i48]" time="8.498"><properties><property name="score" value="1.0" /></properties></testcase><testcase classname="test_contentatscale_detect" name="test_gptzero_eval_dataset_human[i49]" time="8.855"><properties><property name="score" value="1.0" /></properties></testcase></testsuite></testsuites>
\ No newline at end of file
diff --git a/nlzmadetect/src/nlzmadetect.nim b/nlzmadetect/src/nlzmadetect.nim
index 6e18e92..3acab82 100644
--- a/nlzmadetect/src/nlzmadetect.nim
+++ b/nlzmadetect/src/nlzmadetect.nim
@@ -203,5 +203,3 @@ when defined(js) and isMainModule:
       if opacity < 0.0:
         opacity = 0.0
       return opacity
-
-  #window.onload = on_load
diff --git a/plot_rocs.py b/plot_rocs.py
index e5ca647..1de10bc 100644
--- a/plot_rocs.py
+++ b/plot_rocs.py
@@ -6,7 +6,7 @@ from sklearn.metrics import roc_curve, auc
 import re
 from junitparser import JUnitXml
 
-MODELS = ['zippy', 'roberta', 'gptzero', 'crossplag', 'contentatscale']
+MODELS = ['zippy-lzma', 'zippy-zlib', 'roberta', 'gptzero', 'crossplag', 'contentatscale']
 SKIPCASES = ['gpt2', 'gpt3']
 
 MAX_PER_CASE = 500
diff --git a/test_contentatscale_detect.py b/test_contentatscale_detect.py
index 381ab85..cca7b41 100644
--- a/test_contentatscale_detect.py
+++ b/test_contentatscale_detect.py
@@ -8,7 +8,7 @@ AI_SAMPLE_DIR = 'samples/llm-generated/'
 HUMAN_SAMPLE_DIR = 'samples/human-generated/'
 
 MIN_LEN = 150
-NUM_JSONL_SAMPLES = 15#500
+NUM_JSONL_SAMPLES = 500
 
 ai_files = os.listdir(AI_SAMPLE_DIR)
 human_files = os.listdir(HUMAN_SAMPLE_DIR)
@@ -68,37 +68,37 @@ def test_human_jsonl(i, record_property):
     record_property("score", str(score))
     assert classification == 'Human', HUMAN_JSONL_FILE + ':' + str(i.get('id')) + ' (len: ' + str(i.get('length', -1)) + ') is a human-generated sample, misclassified as AI-generated with confidence ' + str(round(score, 8))
 
-AI_JSONL_FILE = 'samples/xl-1542M.test.jsonl'
-ai_samples = []
-with jsonlines.open(AI_JSONL_FILE) as reader:
-    for obj in reader:
-        ai_samples.append(obj)
+# AI_JSONL_FILE = 'samples/xl-1542M.test.jsonl'
+# ai_samples = []
+# with jsonlines.open(AI_JSONL_FILE) as reader:
+#     for obj in reader:
+#         ai_samples.append(obj)
 
-@pytest.mark.parametrize('i', ai_samples[0:NUM_JSONL_SAMPLES])
-def test_llm_jsonl(i, record_property):
-    res = run_on_text_chunked(i.get('text', ''))
-    if res is None:
-        pytest.skip('Unable to classify')
-    (classification, score) = res
-    record_property("score", str(score))
-    assert classification == 'AI', AI_JSONL_FILE + ':' + str(i.get('id')) + ' (text: ' + i.get('text', "").replace('\n', ' ')[:50] + ') is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
+# @pytest.mark.parametrize('i', ai_samples[0:NUM_JSONL_SAMPLES])
+# def test_gpt2_jsonl(i, record_property):
+#     res = run_on_text_chunked(i.get('text', ''))
+#     if res is None:
+#         pytest.skip('Unable to classify')
+#     (classification, score) = res
+#     record_property("score", str(score))
+#     assert classification == 'AI', AI_JSONL_FILE + ':' + str(i.get('id')) + ' (text: ' + i.get('text', "").replace('\n', ' ')[:50] + ') is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
 
-GPT3_JSONL_FILE = 'samples/GPT-3-175b_samples.jsonl'
-gpt3_samples = []
-with jsonlines.open(GPT3_JSONL_FILE) as reader:
-    for o in reader:
-        for l in o.split('<|endoftext|>'):
-            if len(l) >= MIN_LEN:
-                gpt3_samples.append(l)
+# GPT3_JSONL_FILE = 'samples/GPT-3-175b_samples.jsonl'
+# gpt3_samples = []
+# with jsonlines.open(GPT3_JSONL_FILE) as reader:
+#     for o in reader:
+#         for l in o.split('<|endoftext|>'):
+#             if len(l) >= MIN_LEN:
+#                 gpt3_samples.append(l)
 
-@pytest.mark.parametrize('i', gpt3_samples[0:NUM_JSONL_SAMPLES])
-def test_gpt3_jsonl(i, record_property):
-    res = run_on_text_chunked(i)
-    if res is None:
-        pytest.skip('Unable to classify')
-    (classification, score) = res
-    record_property("score", str(score))
-    assert classification == 'AI', GPT3_JSONL_FILE + ' is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
+# @pytest.mark.parametrize('i', gpt3_samples[0:NUM_JSONL_SAMPLES])
+# def test_gpt3_jsonl(i, record_property):
+#     res = run_on_text_chunked(i)
+#     if res is None:
+#         pytest.skip('Unable to classify')
+#     (classification, score) = res
+#     record_property("score", str(score))
+#     assert classification == 'AI', GPT3_JSONL_FILE[0:250] + ' is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
 
 NEWS_JSONL_FILE = 'samples/news.jsonl'
 news_samples = []
diff --git a/test_zippy_detect.py b/test_zippy_detect.py
index b2a5b55..dc7a28e 100644
--- a/test_zippy_detect.py
+++ b/test_zippy_detect.py
@@ -2,21 +2,24 @@
 
 import pytest, os, jsonlines, csv
 from warnings import warn
-from zippy import run_on_file_chunked, run_on_text_chunked, PRELUDE_STR, LzmaLlmDetector
+from zippy import run_on_file_chunked, run_on_text_chunked, PRELUDE_STR, LzmaLlmDetector, CompressionEngine, ZlibLlmDetector, ENGINE
+import zippy
 
 AI_SAMPLE_DIR = 'samples/llm-generated/'
 HUMAN_SAMPLE_DIR = 'samples/human-generated/'
 
-MIN_LEN = 50
+MIN_LEN = 150
 NUM_JSONL_SAMPLES = 500
 
 ai_files = os.listdir(AI_SAMPLE_DIR)
 human_files = os.listdir(HUMAN_SAMPLE_DIR)
 
-FUZZINESS = 3
 CONFIDENCE_THRESHOLD : float = 0.00 # What confidence to treat as error vs warning
 
-PRELUDE_RATIO = LzmaLlmDetector(prelude_str=PRELUDE_STR).prelude_ratio
+if ENGINE == CompressionEngine.LZMA:
+    PRELUDE_RATIO = LzmaLlmDetector(prelude_str=PRELUDE_STR).prelude_ratio
+elif ENGINE == CompressionEngine.ZLIB:
+    PRELUDE_RATIO = ZlibLlmDetector(prelude_str=PRELUDE_STR).prelude_ratio
 
 def test_training_file(record_property):
     (classification, score) = run_on_file_chunked('ai-generated.txt')
@@ -25,7 +28,7 @@ def test_training_file(record_property):
 
 @pytest.mark.parametrize('f', human_files)
 def test_human_samples(f, record_property):
-    (classification, score) = run_on_file_chunked(HUMAN_SAMPLE_DIR + f, fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_file_chunked(HUMAN_SAMPLE_DIR + f, prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     if score > CONFIDENCE_THRESHOLD:
         assert classification == 'Human', f + ' is a human-generated file, misclassified as AI-generated with confidence ' + str(round(score, 8))
@@ -37,7 +40,7 @@ def test_human_samples(f, record_property):
 
 @pytest.mark.parametrize('f', ai_files)
 def test_llm_sample(f, record_property):
-   (classification, score) = run_on_file_chunked(AI_SAMPLE_DIR + f, fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+   (classification, score) = run_on_file_chunked(AI_SAMPLE_DIR + f, prelude_ratio=PRELUDE_RATIO)
    record_property("score", str(score))
    if score > CONFIDENCE_THRESHOLD:
        assert classification == 'AI', f + ' is an LLM-generated file, misclassified as human-generated with confidence ' + str(round(score, 8))
@@ -56,36 +59,36 @@ with jsonlines.open(HUMAN_JSONL_FILE) as reader:
 
 @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES])
 def test_human_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('text', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('text', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == 'Human', HUMAN_JSONL_FILE + ':' + str(i.get('id')) + ' (len: ' + str(i.get('length', -1)) + ') is a human-generated sample, misclassified as AI-generated with confidence ' + str(round(score, 8))
 
-AI_JSONL_FILE = 'samples/xl-1542M.test.jsonl'
-ai_samples = []
-with jsonlines.open(AI_JSONL_FILE) as reader:
-    for obj in reader:
-        if obj.get('length', 0) >= MIN_LEN:
-            ai_samples.append(obj)
+# AI_JSONL_FILE = 'samples/xl-1542M.test.jsonl'
+# ai_samples = []
+# with jsonlines.open(AI_JSONL_FILE) as reader:
+#     for obj in reader:
+#         if obj.get('length', 0) >= MIN_LEN:
+#             ai_samples.append(obj)
 
-@pytest.mark.parametrize('i', ai_samples[0:NUM_JSONL_SAMPLES])
-def test_gpt2_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('text', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
-    record_property("score", str(score))
-    assert classification == 'AI', AI_JSONL_FILE + ':' + str(i.get('id')) + ' (text: ' + i.get('text', "").replace('\n', ' ')[:50] + ') is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
+# @pytest.mark.parametrize('i', ai_samples[0:NUM_JSONL_SAMPLES])
+# def test_gpt2_jsonl(i, record_property):
+#     (classification, score) = run_on_text_chunked(i.get('text', ''), prelude_ratio=PRELUDE_RATIO)
+#     record_property("score", str(score))
+#     assert classification == 'AI', AI_JSONL_FILE + ':' + str(i.get('id')) + ' (text: ' + i.get('text', "").replace('\n', ' ')[:50] + ') is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
 
-GPT3_JSONL_FILE = 'samples/GPT-3-175b_samples.jsonl'
-gpt3_samples = []
-with jsonlines.open(GPT3_JSONL_FILE) as reader:
-    for o in reader:
-        for l in o.split('<|endoftext|>'):
-            if len(l) >= MIN_LEN:
-                gpt3_samples.append(l)
+# GPT3_JSONL_FILE = 'samples/GPT-3-175b_samples.jsonl'
+# gpt3_samples = []
+# with jsonlines.open(GPT3_JSONL_FILE) as reader:
+#     for o in reader:
+#         for l in o.split('<|endoftext|>'):
+#             if len(l) >= MIN_LEN:
+#                 gpt3_samples.append(l)
 
-@pytest.mark.parametrize('i', gpt3_samples[0:NUM_JSONL_SAMPLES])
-def test_gpt3_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i, fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
-    record_property("score", str(score))
-    assert classification == 'AI', GPT3_JSONL_FILE + ' is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
+# @pytest.mark.parametrize('i', gpt3_samples[0:NUM_JSONL_SAMPLES])
+# def test_gpt3_jsonl(i, record_property):
+#     (classification, score) = run_on_text_chunked(i, prelude_ratio=PRELUDE_RATIO)
+#     record_property("score", str(score))
+#     assert classification == 'AI', GPT3_JSONL_FILE + ' is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
 
 NEWS_JSONL_FILE = 'samples/news.jsonl'
 news_samples = []
@@ -95,13 +98,13 @@ with jsonlines.open(NEWS_JSONL_FILE) as reader:
 
 @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES])
 def test_humannews_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('human', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('human', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == 'Human', NEWS_JSONL_FILE + ' is a human-generated sample, misclassified as AI-generated with confidence ' + str(round(score, 8))
 
 @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES])
 def test_chatgptnews_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('chatgpt', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('chatgpt', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == 'AI', NEWS_JSONL_FILE + ' is a AI-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
 
@@ -114,7 +117,7 @@ with jsonlines.open(CHEAT_HUMAN_JSONL_FILE) as reader:
 
 @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES])
 def test_cheat_human_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('abstract', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('abstract', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == 'Human', CHEAT_HUMAN_JSONL_FILE + ':' + str(i.get('id')) + ' [' + str(len(i.get('abstract', ''))) + '] (title: ' + i.get('title', "").replace('\n', ' ')[:15] + ') is a human-generated sample, misclassified as AI-generated with confidence ' + str(round(score, 8))
 
@@ -127,7 +130,7 @@ with jsonlines.open(CHEAT_GEN_JSONL_FILE) as reader:
 
 @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES])
 def test_cheat_generation_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('abstract', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('abstract', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == 'AI', CHEAT_GEN_JSONL_FILE + ':' + str(i.get('id')) + ' (title: ' + i.get('title', "").replace('\n', ' ')[:50] + ') is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
 
@@ -140,7 +143,7 @@ with jsonlines.open(CHEAT_POLISH_JSONL_FILE) as reader:
 
 @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES])
 def test_cheat_polish_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('abstract', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('abstract', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == 'AI', CHEAT_POLISH_JSONL_FILE + ':' + str(i.get('id')) + ' (title: ' + i.get('title', "").replace('\n', ' ')[:50] + ') is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
 
@@ -153,7 +156,7 @@ with jsonlines.open(CHEAT_VICUNAGEN_JSONL_FILE) as reader:
 
 @pytest.mark.parametrize('i', vg_samples[0:NUM_JSONL_SAMPLES])
 def test_vicuna_generation_jsonl(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('abstract', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('abstract', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == 'AI', CHEAT_VICUNAGEN_JSONL_FILE + ':' + str(i.get('id')) + ' (title: ' + i.get('title', "").replace('\n', ' ')[:50] + ') is an LLM-generated sample, misclassified as human-generated with confidence ' + str(round(score, 8))
 
@@ -167,12 +170,12 @@ with open(GPTZERO_EVAL_FILE) as fp:
 
 @pytest.mark.parametrize('i', list(filter(lambda x: x.get('Label') == 'Human', ge_samples[0:NUM_JSONL_SAMPLES])))
 def test_gptzero_eval_dataset_human(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('Document', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('Document', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == i.get('Label'), GPTZERO_EVAL_FILE + ':' + str(i.get('Index')) + ' was misclassified with confidence ' + str(round(score, 8))
 
 @pytest.mark.parametrize('i', list(filter(lambda x: x.get('Label') == 'AI', ge_samples[0:NUM_JSONL_SAMPLES])))
 def test_gptzero_eval_dataset_ai(i, record_property):
-    (classification, score) = run_on_text_chunked(i.get('Document', ''), fuzziness=FUZZINESS, prelude_ratio=PRELUDE_RATIO)
+    (classification, score) = run_on_text_chunked(i.get('Document', ''), prelude_ratio=PRELUDE_RATIO)
     record_property("score", str(score))
     assert classification == i.get('Label'), GPTZERO_EVAL_FILE + ':' + str(i.get('Index')) + ' was misclassified with confidence ' + str(round(score, 8))
diff --git a/zippy.py b/zippy.py
index d8d7933..3455818 100755
--- a/zippy.py
+++ b/zippy.py
@@ -5,12 +5,21 @@
 # Author: Jacob Torrey <jacob@thinkst.com>
 
 import lzma, argparse, os, itertools
+from zlib import compressobj, Z_FINISH
 import re, sys
+from abc import ABC, abstractmethod
+from enum import Enum
 from typing import List, Optional, Tuple, TypeAlias
 from multiprocessing import Pool, cpu_count
 
 Score : TypeAlias = tuple[str, float]
 
+class CompressionEngine(Enum):
+    LZMA = 1
+    ZLIB = 2
+
+ENGINE : CompressionEngine = CompressionEngine.ZLIB
+
 def clean_text(s : str) -> str:
     '''
     Removes formatting and other non-content data that may skew compression ratios (e.g., duplicate spaces)
@@ -32,9 +41,61 @@ PRELUDE_FILE : str = 'ai-generated.txt'
 with open(PRELUDE_FILE, 'r') as fp:
     PRELUDE_STR = clean_text(fp.read())
 
-class LzmaLlmDetector:
+class AIDetector(ABC):
+    '''
+    Base class for AI detection
+    '''
+    @abstractmethod
+    def score_text(self, sample : str) -> Optional[Score]:
+        pass
+
+class ZlibLlmDetector(AIDetector):
+    '''Class providing functionality to attempt to detect LLM/generative AI generated text using the zlib compression algorithm'''
+    def __init__(self, prelude_file : Optional[str] = None, prelude_str : Optional[str] = None, prelude_ratio : Optional[float] = None):
+        self.PRESET = 9
+        self.WBITS = -15
+        self.prelude_ratio = 0.0
+        if prelude_ratio != None:
+            self.prelude_ratio = prelude_ratio
+        
+        if prelude_file != None:
+            with open(prelude_file) as fp:
+                self.prelude_str = fp.read()
+                self.prelude_ratio = self._compress(self.prelude_str)
+    
+        if prelude_str != None:
+            self.prelude_str = prelude_str
+            self.prelude_ratio = self._compress(self.prelude_str)
+
+    def _compress(self, s : str) -> float:
+        orig_len = len(s.encode())
+        c = compressobj(level=self.PRESET, wbits=self.WBITS, memLevel=9)
+        bytes = c.compress(s.encode())
+        bytes += c.flush(Z_FINISH)
+        c_len = len(bytes)
+        #c_len = len(compress(s.encode(), level=self.PRESET, wbits=self.WBITS))
+        return c_len / orig_len
+    
+    def score_text(self, sample: str) -> Score | None:
+        '''
+        Returns a tuple of a string (AI or Human) and a float confidence (higher is more confident) that the sample was generated 
+        by either an AI or human. Returns None if it cannot make a determination
+        '''
+        if self.prelude_ratio == 0.0:
+            return None
+        sample_score = self._compress(self.prelude_str + sample)
+        #print(str((self.prelude_ratio, sample_score)))
+        delta = self.prelude_ratio - sample_score
+        determination = 'AI'
+        if delta < 0:
+            determination = 'Human'
+
+        return (determination, abs(delta * 100))
+
+
+class LzmaLlmDetector(AIDetector):
     '''Class providing functionality to attempt to detect LLM/generative AI generated text using the LZMA compression algorithm'''
-    def __init__(self, prelude_file : Optional[str] = None, fuzziness_digits : int = 3, prelude_str : Optional[str] = None, prelude_ratio : Optional[float] = None) -> None:
+    def __init__(self, prelude_file : Optional[str] = None, prelude_str : Optional[str] = None, prelude_ratio : Optional[float] = None) -> None:
         '''Initializes a compression with the passed prelude file, and optionally the number of digits to round to compare prelude vs. sample compression'''
         self.PRESET : int = 2
         self.comp = lzma.LZMACompressor(preset=self.PRESET)
@@ -43,7 +104,6 @@ class LzmaLlmDetector:
         self.prelude_ratio : float = 0.0
         if prelude_ratio != None:
             self.prelude_ratio = prelude_ratio
-        self.FUZZINESS_THRESHOLD = fuzziness_digits
         self.SHORT_SAMPLE_THRESHOLD : int = 350 # What sample length is considered "short"
 
         if prelude_file != None:
@@ -102,39 +162,39 @@ class LzmaLlmDetector:
         if self.prelude_ratio == 0.0:
             return None
         (prelude_score, sample_score) = self.get_compression_ratio(sample)
-        #print(str((prelude_score, sample_score)))
+        print(str((self.prelude_ratio, sample_score)))
         delta = prelude_score - sample_score
         determination = 'AI'
         if delta < 0:
             determination = 'Human'
 
-        # If the sample doesn't 'move the needle', it's very close
-        # if round(delta, self.FUZZINESS_THRESHOLD) == 0 and len(sample) >= self.SHORT_SAMPLE_THRESHOLD:
-        #     #print('Sample len to default to AI: ' + str(len(sample)))
-        #     determination = 'AI'
-        # if round(delta, self.FUZZINESS_THRESHOLD) == 0 and len(sample) < self.SHORT_SAMPLE_THRESHOLD:
-        #     #print('Sample len to default to Human: ' + str(len(sample)))
-        #     determination = 'Human'
-        #if abs(delta * 100) < .1 and determination == 'AI':
-        #    print("Very low-confidence determination of: " + determination)
         return (determination, abs(delta * 100))
         
-def run_on_file(filename : str, fuzziness : int = 3) -> Optional[Score]:
+def run_on_file(filename : str) -> Optional[Score]:
     '''Given a filename (and an optional number of decimal places to round to) returns the score for the contents of that file'''
     with open(filename, 'r') as fp:
-        l = LzmaLlmDetector(PRELUDE_FILE, fuzziness)
+        if ENGINE == CompressionEngine.LZMA:
+            l = LzmaLlmDetector(prelude_file=PRELUDE_FILE)
+        elif ENGINE == CompressionEngine.ZLIB:
+            l = ZlibLlmDetector(prelude_file=PRELUDE_FILE)
         txt = fp.read()
         #print('Calculating score for input of length ' + str(len(txt)))
         return l.score_text(txt)
 
-def _score_chunk(c : str, fuzziness : int = 3, prelude_file : Optional[str] = None, prelude_ratio : Optional[float] = None) -> Score:
+def _score_chunk(c : str, prelude_file : Optional[str] = None, prelude_ratio : Optional[float] = None) -> Score:
         if prelude_file != None:
-            l = LzmaLlmDetector(fuzziness_digits=fuzziness, prelude_file=prelude_file)
+            if ENGINE == CompressionEngine.LZMA:
+                l = LzmaLlmDetector(prelude_file=prelude_file)
+            if ENGINE == CompressionEngine.ZLIB:
+                l = ZlibLlmDetector(prelude_file=prelude_file)
         else:
-            l = LzmaLlmDetector(fuzziness_digits=fuzziness, prelude_str=PRELUDE_STR, prelude_ratio=prelude_ratio)
+            if ENGINE == CompressionEngine.LZMA:
+                l = LzmaLlmDetector(prelude_str=PRELUDE_STR, prelude_ratio=prelude_ratio)
+            if ENGINE == CompressionEngine.ZLIB:
+                l = ZlibLlmDetector(prelude_str=PRELUDE_STR, prelude_ratio=prelude_ratio)
         return l.score_text(c)
 
-def run_on_file_chunked(filename : str, chunk_size : int = 1500, fuzziness : int = 3, prelude_ratio : Optional[float] = None) -> Optional[Score]:
+def run_on_file_chunked(filename : str, chunk_size : int = 1500, prelude_ratio : Optional[float] = None) -> Optional[Score]:
     '''
     Given a filename (and an optional chunk size and number of decimal places to round to) returns the score for the contents of that file.
     This function chunks the file into at most chunk_size parts to score separately, then returns an average. This prevents a very large input
@@ -142,9 +202,9 @@ def run_on_file_chunked(filename : str, chunk_size : int = 1500, fuzziness : int
     '''
     with open(filename, 'r') as fp:
         contents = fp.read()
-    return run_on_text_chunked(contents, chunk_size, fuzziness=fuzziness, prelude_ratio=prelude_ratio)
+    return run_on_text_chunked(contents, chunk_size, prelude_ratio=prelude_ratio)
 
-def run_on_text_chunked(s : str, chunk_size : int = 1500, fuzziness : int = 3, prelude_file : Optional[str] = None, prelude_ratio : Optional[float] = None) -> Optional[Score]:
+def run_on_text_chunked(s : str, chunk_size : int = 1500, prelude_file : Optional[str] = None, prelude_ratio : Optional[float] = None) -> Optional[Score]:
     '''
     Given a string (and an optional chunk size and number of decimal places to round to) returns the score for the passed string.
     This function chunks the input into at most chunk_size parts to score separately, then returns an average. This prevents a very large input
@@ -163,11 +223,11 @@ def run_on_text_chunked(s : str, chunk_size : int = 1500, fuzziness : int = 3, p
     scores = []
     if len(chunks) > 2:
         with Pool(cpu_count()) as pool:
-            for r in pool.starmap(_score_chunk, zip(chunks, itertools.repeat(fuzziness), itertools.repeat(prelude_file), itertools.repeat(prelude_ratio))):
+            for r in pool.starmap(_score_chunk, zip(chunks, itertools.repeat(prelude_file), itertools.repeat(prelude_ratio))):
                 scores.append(r)
     else:
         for c in chunks:
-            scores.append(_score_chunk(c, fuzziness=fuzziness, prelude_file=prelude_file, prelude_ratio=prelude_ratio))
+            scores.append(_score_chunk(c, prelude_file=prelude_file, prelude_ratio=prelude_ratio))
     ssum : float = 0.0
     for i, s in enumerate(scores):
         if s[0] == 'AI':
@@ -183,10 +243,16 @@ def run_on_text_chunked(s : str, chunk_size : int = 1500, fuzziness : int = 3, p
 
 if __name__ == '__main__':
     parser = argparse.ArgumentParser()
+    parser.add_argument("-e", choices=['zlib', 'lzma'], help='Which compression engine to use: lzma or zlib', default='lzma', required=False)
     group = parser.add_mutually_exclusive_group()
     group.add_argument("-s", help='Read from stdin until EOF is reached instead of from a file', required=False, action='store_true')
     group.add_argument("sample_files", nargs='*', help='Text file(s) containing the sample to classify', default="")
     args = parser.parse_args()
+    if args.e:
+        if args.e == 'lzma':
+            ENGINE = CompressionEngine.LZMA
+        elif args.e == 'zlib':
+            ENGINE = CompressionEngine.ZLIB
     if args.s:
         print(str(run_on_text_chunked(''.join(list(sys.stdin)))))
     elif len(args.sample_files) == 0: