From 28de021d03ea848ee0be40e705636cc4579aa471 Mon Sep 17 00:00:00 2001 From: Jacob Torrey Date: Tue, 20 Jun 2023 21:08:11 -0600 Subject: [PATCH] Added crossplag results Signed-off-by: Jacob Torrey --- README.md | 5 + ai_detect_roc.png | Bin 68013 -> 80070 bytes crossplag-report.xml | 8768 ++++++++++++++++++++------------------ plot_rocs.py | 2 +- test_crossplag_detect.py | 2 +- 5 files changed, 4709 insertions(+), 4068 deletions(-) diff --git a/README.md b/README.md index 7c9287d..5bf41fd 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,4 @@ +<<<<<<< HEAD # ZipPy: Fast method to classify text as AI or human-generated This is a research repo for fast AI detection using compression. @@ -24,3 +25,7 @@ The leading LLM detection tools are [OpenAI's model detector (v2)](https://opena ![ROC curve of detection tools](https://github.com/thinkst/zippy/blob/main/ai_detect_roc.png?raw=true) +======= +# ai-detect +Research repo for fast AI detection methods +>>>>>>> 3c715ce (Initial commit) diff --git a/ai_detect_roc.png b/ai_detect_roc.png index 955891f850a2908c5ddc9bf5466da52ba46069a8..e721e8d34714dcacc021744305a230d71b6b15d4 100644 GIT binary patch literal 80070 zcmd?RbySt#^9Fk8?(UK<0ZA!okdp51?vn15kWLYi?nX+wLrJAm0qM@W&*!_=@8A2+ z{qMTgS?J+C@7eF{nP;APX0|b^%CZ=!q^J-G1Vdg zv*uhhJ?jKFL2;4Ob%#K(OrbBBQn3fS;7E6@r}87jse6_htUW2!>rPHw6m$46F8AlcVq#Dfm6T>` zO(p%GZug?&;?x%oX3OwMdF}f3b8F16k5+V=>@=J5y19=F;)pmm$2hyCWMm=-yOi^U z3e`)LHF3!x&`+LRT!ibeMK(2grsZkpaCSf7!iGS~%F2r8nFCjjSH883yAuRirC%*` z7Mt%lx+E?5ot8~h@`X2Eqkrh{mzpnqM`vYb)+>6ujpw!5j{<#N{Vgfr z#>2yd{w_T;bJ#m`$IQxVP$rSG>RoX7+xoI+s$C?;&HAEGZ z>dOHc@9hoE%FeE@tYn)MEmj-x_xH~%F19S2GMD~88)a}9nsIS)%~8V5h;Rj!F_zgS zkn&2L?@qv!25zw8qp}&aVk2Ra_bk?#`zEjp2|-UsOaIhGCDdn6%`XBpVl2j`pQPt za}6I3&#eu7LZKgPLx$-f)!tv!5j@bhNav zcnpd?UzKt^aN|Tb56;6h#M%)I;s_YSgu>c!@^GQkGt*3 zsfdW8utaYll$4Y&xw%6tDp(P*D8~hjwX_ID@BYx;+}!jG4V(vE-Jyct0ILeP@5ayX?fz=A7jWH#A55g0l7EVAvR}a58cgUj4tk6@Sg5HO zLx6<=j}%!Dc!vTFHw_l)FhmUKliTHPd2VqqG4%k`V&mh(v$C=-{`&RV^I%@U=Y;yd zplEArTkHz>cITye`cK5MC3q;F1kT;vUD)>wKH%;mq^(U*SXlU_^&~kyA)(tO1sPe~ z_b{Zs-d@=G`FUbde}QVFPE_!0j=!621DxUlu2;N=Cng5kJr4v%*5X{TNMFenJ?zg_ z*sOJl01VhTIEbt1ej-&UR_pBUn0kB43tcz{86Pz@HAJlp|96Ws5`;~!5xGjQDYUAJ zosFG+rqNd2VYP!Ko-5(}aJ7@HO1~u%tZIB>0tX*Id?JS*PW5r|?tDrNhk#(C{jhR}cUy2!xT5aq^!8xGe#zR_U{otgLK22#>nDx?FeswL3BI zBl2I3ws7j|>hWa!)wA|mykKiOF6Z?Z>n+hr{KwMSZGJbi1G{M-xj)|S6(FOchH9`x zBqm~MRU4EwQJSM4%vV8i7{rB%xp^4a6FOmG1H+PXBki7p&cLP>*e(znh?wNaWMpK- zWMp(qOmdH1ELsl$ou??r3&g0ZtE+1p8>L#DR!#smxrvp0xl=_mVJF1Ffq~>=)$&+R zegc?cGgnT)=dcI?%X_#xsPO^&o1BqR@{|%27bh7<$WHxnuk0}Y+bb?=dAFa=psq5W$2?z*$GVTrpp7$E;0eoTY zw)gOSmAgMg^~dX`ql% zY0!oXz@${ar5c3E_Q*#_F#no=!|dMi1piw9U;>%z*|z*E`*}sfz(3P8P=Em&7nzks z0=_Kjdi6b)Ssig05>|D6D;gSFa(@1YMA18FATzPB^p>fYytJ97c35dAD3VElg&4GZ zpa5ig1L(+{d=nHqgNPu*7ToB>FCkk)i9_J-E=S9PY`XRE0L64_O<*9J&%?kq=tM*) z*8I;g_Gin&z=c~Y-fQgV%LB@}0x*n>C8$l*FBlliZca8bd8{!BISis7@2|HSrbNRk zDk|=d*^kfF4ncYq2zn9*HiTGPTYIu<0y{7$=OU}9s6cvl#xhPfqNr#&IFujBAw9ri zwH70|=%lZZ-FL@B($WZyRy*TLOPL@&ASzG3BT=pY{aHfFo~=-f3kAvB^F1!_BZEfU zpNQ|?z0+xRp%L=j4+lu-sz>L%+!|6_`|`isdwLp@m6bKWXFCu}aC0`sc?#UJNHPjD zX~e?kWId$4dktV^B1oN;x($dR#9UlmVO0Ib3Jf@8k5@ZgpB{Y2a|Q8$0YeNphQOL} zC@2#69Dmt}I6Xf--kc6m)%l)Vk&6YA1LL`Pdm}*<^My&s_?`N}%BE|K#Q-DNjN|Nr z(hJwEL5#)UzbmFbCM5;q(8-t_Ew|}3JCN-0ydeS@nOJT3jh2lK9R>zwcz9S`P7WEm z+l`HlZh2eB-Oq!-nltU5_E3LTWy05~Gm99+a)D$DxY9N|{*DC3*~)S5dgJFOM966r z50Ord= zzR>s$e7d!^u(aIxs3Q6XJR}YwA!4$eM)h902424Nn~yB2%Sb0@J7bCrAL|Ye9lRcH zTz3x-$Avup^jL6bwO4m{i=km+?xu1L>U0M_X2!*#sWaina}5Hw9(sX`@(rZNvIWB~ ze?dId2-1MStD}`MNG-^;gsmZQ&mb7ns8^uvm13}E-fu_0VYFi&L%9J8zV)_=YMm; zoyb{*H3u+=7}D&#CaQc3Ae00GFhj@_&?zFk7^y=5Fr<6Fw~s%8Qz<{oJC5$d0YW1? 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'hsus4.txt', record_property = <function record_property.<locals>.append_property at 0x7f051cfb8ca0> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: hsus4.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionError/home/jacob/playground/ai-detect/test_crossplag_detect.py:27: Unable to classifyf = '116CUL033.txt', record_property = <function record_property.<locals>.append_property at 0x7f051b100d30> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 116CUL033.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionErrorf = '117CWL009.txt', record_property = <function record_property.<locals>.append_property at 0x7f051b101000> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 117CWL009.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionError/home/jacob/playground/ai-detect/test_crossplag_detect.py:27: Unable to classifyf = '112C-L015.txt', record_property = <function record_property.<locals>.append_property at 0x7f051b102680> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 112C-L015.txt is a human-generated file, misclassified as AI-generated with confidence 0.9 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionErrorf = 'alumnifund1.txt', record_property = <function record_property.<locals>.append_property at 0x7f051b103130> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: alumnifund1.txt is a human-generated file, misclassified as AI-generated with confidence 0.8 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionErrorf = 'reuters_santos.txt', record_property = <function record_property.<locals>.append_property at 0x7f051b1032e0> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: reuters_santos.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionErrorf = 'cnn_santos.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af448b0> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: cnn_santos.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionErrorf = '117CWL008.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af45e10> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 117CWL008.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionErrorf = 'Protocol_Regarding_Access.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af465f0> - - @pytest.mark.parametrize('f', human_files) - def test_human_samples(f, record_property): - res = run_on_file_chunked(HUMAN_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: Protocol_Regarding_Access.txt is a human-generated file, misclassified as AI-generated with confidence 0.89 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:31: AssertionErrorf = '2111.00667_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af46830> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00667_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.13472_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af44790> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.13472_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.03612_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af46cb0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.03612_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00310_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af46dd0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00310_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.06230_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af47010> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.06230_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.06012_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af47130> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.06012_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.01676_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af47370> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.01676_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2112.00405_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af47490> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2112.00405_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = 'gpt_patient_summary.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af476d0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: gpt_patient_summary.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.05241_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af469e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.05241_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.91 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.12645_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af47b50> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.12645_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.07793_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af47d90> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.07793_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = 'cleaned_2111.00086_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af47eb0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: cleaned_2111.00086_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.10340_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc80d0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.10340_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.89 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.11115_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8280> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.11115_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.15093_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8430> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.15093_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.87 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.01515_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc85e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.01515_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.12501_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8820> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.12501_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02041_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8940> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02041_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.01023_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8b80> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.01023_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.03715_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8ca0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.03715_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02760_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8160> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02760_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02574_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af476d0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02574_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15023_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af46e60> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15023_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.03320_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051af46200> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.03320_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.86 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = 'gpt_patient_narrative.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc9000> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: gpt_patient_narrative.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15317_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc9090> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15317_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.06181_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc85e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.06181_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.03294_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc89d0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.03294_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.96 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.15436_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8310> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.15436_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00867_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8e50> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00867_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.05754_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc9480> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.05754_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = 'dv_t1_aliens.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc95a0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: dv_t1_aliens.txt is an LLM-generated file, misclassified as human-generated with confidence 0.85 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.12341_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc97e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.12341_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00086_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc9900> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00086_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.94 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02326_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc9b40> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02326_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00514_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc9c60> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00514_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.14532_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc9ea0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.14532_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.07408_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc9fc0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.07408_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00035_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca200> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00035_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02687_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca320> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02687_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.05204_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca560> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.05204_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.93 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.10478_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca680> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.10478_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02188_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca8c0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02188_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.10575_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca9e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.10575_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.07525_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcac20> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.07525_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.10577_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcacb0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.10577_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.15473_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca710> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.15473_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.10778_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8940> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.10778_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.13900_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc97e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.13900_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.04416_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc8310> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.04416_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.03913_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adc85e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.03913_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.01706_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcadd0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.01706_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.01243_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcab90> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.01243_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.11879_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcb0a0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.11879_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.97 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.10329_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcb1c0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.10329_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.04507_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcb490> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.04507_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.92 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.03837_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcb5b0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.03837_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00572_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcb7f0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00572_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.11984_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcb910> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.11984_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.06464_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcbb50> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.06464_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02110_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca050> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02110_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15802_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68040> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15802_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.11589_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68310> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.11589_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15724_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac685e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15724_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15130_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68790> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15130_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.06644_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68940> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.06644_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.94 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.01322_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adcb9a0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.01322_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00526_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051adca050> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00526_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.96 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.12010_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68700> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.12010_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.13317_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68160> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.13317_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02643_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68b80> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02643_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15534_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68280> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15534_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.07611_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69240> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.07611_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.13658_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69480> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.13658_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15725_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac695a0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15725_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.88 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.01231_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac697e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.01231_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.10319_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69900> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.10319_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.01340_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69b40> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.01340_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.07699_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69c60> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.07699_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15705_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69ea0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15705_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02844_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69fc0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02844_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.76 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.04130_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6a200> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.04130_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02259_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6a320> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02259_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.91 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00180_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6a560> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00180_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.04574_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6a680> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.04574_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.96 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00808_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6a8c0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00808_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.12765_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68700> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.12765_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.13229_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6a560> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.13229_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00554_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6a050> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00554_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.11207_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69990> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.11207_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.00607_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac69630> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.00607_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.07267_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac68ee0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.07267_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.11205_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac685e0> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.11205_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.03945_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6a320> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.03945_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.12383_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6ac20> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.12383_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2111.02362_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6ae60> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2111.02362_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrorf = '2110.15799_generated.txt', record_property = <function record_property.<locals>.append_property at 0x7f051ac6af80> - - @pytest.mark.parametrize('f', ai_files) - def test_llm_sample(f, record_property): - res = run_on_file_chunked(AI_SAMPLE_DIR + f) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: 2110.15799_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:46: AssertionErrori = {'ended': True, 'id': 255000, 'length': 134, 'text': 'Is this restaurant family-friendly ? Yes No Unsure\n\nDoes this ...\nIs this restaurant a hidden gem or off-the-beaten path? Yes No Unsure\n\nIs this primarily a bakery ? Yes No Unsure'} -record_property = <function record_property.<locals>.append_property at 0x7f7cafcd3880> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255000 (len: 134) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255001, 'length': 713, 'text': 'Clinton talks about her time of \'reflection\' during sick days\...dy ever accuses me of quitting. And I will never give up. I\'ll never walk away. No matter how tough the going gets."'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9396c0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255001 (len: 713) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255002, 'length': 173, 'text': 'House Majority Whip Steve Scalise has been discharged from the h...dStar Washington Hospital Center. The family also appreciates the outpouring of prayers and support during this time.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf939900> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255002 (len: 173) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255007, 'length': 184, 'text': 'The Atlanta Falcons have started the 2015 season 4-0 under new h...a Falcons fan, one man said: "When we beat them Saints, when we beat them Saints, baby."\n\nSee the full video below:'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9396c0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255007 (len: 184) is a human-generated sample, misclassified as AI-generated with confidence 0.71 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255008, 'length': 253, 'text': 'Front Page Torrents Favorites My Home My Galleries Toplists Boun...\n\n[Front Page]\n\nPlease read the Terms of Service before participating with or uploading any content to this site.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf939fc0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255008 (len: 253) is a human-generated sample, misclassified as AI-generated with confidence 0.67 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255012, 'length': 359, 'text': 'Having trouble viewing the video? Try disabling any ad blocking ...formation about RSL on KSL, please see our FAQ.\n\nPhotos\n\nRelated Stories\n\nMorgan Jacobsen\n\n0 Pending Comments'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf93a3b0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255012 (len: 359) is a human-generated sample, misclassified as AI-generated with confidence 0.67 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255014, 'length': 83, 'text': 'Super Mario Run will be available on Android devices beginning in...s: Twitter\n\nFacebook\n\nReddit\n\nTumblr\n\nGoogle\n\nMore\n\nEmail\n\nPrint\n\n\nLinkedIn\n\nPinterest\n\n\nPocket'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf93a4d0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255014 (len: 83) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255016, 'length': 92, 'text': "The Owings Mills Mall in Maryland officially closed its doors in ...ica's most abandoned and forgotten ruins. Take a look at some of the last images ever taken of the Owings Mills Mall."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf93a9e0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255016 (len: 92) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255018, 'length': 372, 'text': 'Sevilla midfielder Hiroshi Kiyotake has re-signed with former cl...y Islands, off the western coast of Africa. Tenerife is currently sixth in the table and in a promotion playoff spot.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf93aa70> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255018 (len: 372) is a human-generated sample, misclassified as AI-generated with confidence 0.86 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255023, 'length': 243, 'text': 'The nonpartisan Congressional Budget Office reinforced what priv...under current policies, with an estimated 9% unemployment rate through 2012 and economic growth lower than potential.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf93aef0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255023 (len: 243) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255024, 'length': 85, 'text': '"The attrition rate, even very high up in the draft, is staggerin...hen you get into the third round. Those top-round picks, there still is an awful lot of fallout."\n\n— Paul DePodesta'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf93b2e0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255024 (len: 85) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255034, 'length': 323, 'text': "The pace of the race to the top of Fortune's Unicorn List contin... complete coverage of Airbnb.\n\nSign up for Data Sheet, Fortune's daily newsletter about the business of technology."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf93ba30> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255034 (len: 323) is a human-generated sample, misclassified as AI-generated with confidence 0.82 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255038, 'length': 102, 'text': 'NBA owners approved uniform advertising beginning in the 17-18 s...f the sponsorship money from the jersey ads and for 50 percent to be added to the revenue-sharing pool for all teams.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0160> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255038 (len: 102) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255039, 'length': 203, 'text': 'Please insert an email address\n\nPassword must:<br>- have 8 cha...ith terms of use.\n\nYou must select one option\n\nRETRY\n\nJOIN NOW\n\nhttp://www.aptoide.com/phpajax/onboarding.php'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0430> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255039 (len: 203) is a human-generated sample, misclassified as AI-generated with confidence 0.86 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255040, 'length': 988, 'text': ".\n\nExplosion That Injured at Least 29 an 'Intentional Act,' Ne...ture\n\nUnrest, Conflicts & War\n\nMayor Bill de Blasio\n\nNYPD\n\n.\n\n— Paul Blake (@PaulNBlake) September 18, 2016"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0670> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255040 (len: 988) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255041, 'length': 492, 'text': 'The dismissal of Treasury Secretary Steven Mnuchin from a Relati...mplaint," and by concluding that that Mnuchin would have had to have made a misstatement to participate in the fraud.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0790> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255041 (len: 492) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255042, 'length': 531, 'text': 'University deregulation: Government still committed to higher ed...-elections, government-and-politics, access-to-education, university-and-further-education, australia\n\nFirst posted'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0940> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255042 (len: 531) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255049, 'length': 424, 'text': 'How to Fix a Leaking Bottling Bucket\n\nLike other reviewers, my... plastic nut, you may need to turn the spigot a complete revolution (i.e. 360 degrees) in order to finish tightening.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0ee0> - - @pytest.mark.parametrize('i', human_samples[0:NUM_JSONL_SAMPLES]) - def test_human_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 == '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)) -E AssertionError: samples/webtext.test.jsonl:255049 (len: 424) is a human-generated sample, misclassified as AI-generated with confidence 0.83 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:69: AssertionErrori = {'ended': True, 'id': 255001, 'length': 162, 'text': "What is this?\n\nThis is a neat little plugin to give more optio... preview of this file, so it will likely change over time. There's a mailing list for discussion and bug reporting at"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c12d0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255001 (text: What is this? This is a neat little plugin to giv) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255002, 'length': 639, 'text': 'People carry a memorial sign to honor Robert Paxton, who was thr...ory of controversial shootings on the beat.\n\nA district attorney spokesman would not comment on pending litigation.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c1510> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255002 (text: People carry a memorial sign to honor Robert Paxto) is an LLM-generated sample, misclassified as human-generated with confidence 0.89 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255003, 'length': 434, 'text': 'Google is launching a new scholarship campaign for pupils who ne...dents to join rival companies – for nothing in return – so that they can produce hugely effective and valuable works.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0940> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255003 (text: Google is launching a new scholarship campaign for) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255004, 'length': 1024, 'text': 'Authored by: Kristin Scavuzzo, Managing Director of the U.S. I...09]. When mice and other sorts of experimental rodents are attacked by viruses, many mice die. Many others suffer the'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c1630> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255004 (text: Authored by: Kristin Scavuzzo, Managing Director o) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255005, 'length': 1024, 'text': '>at some point the MPP team stop standardizing peers >see if i...d 3.3. Any version 3.0 can be used. By creating a secure connection handler using the above inversion, if is possible'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c1900> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255005 (text: >at some point the MPP team stop standardizing pee) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255006, 'length': 234, 'text': 'ISIS is breeding from among the refugees forced out of their tar...had lost friends and family, along with nearly all his money. Coming to Austria was a way out of the misery, he said.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c1ab0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255006 (text: ISIS is breeding from among the refugees forced ou) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255007, 'length': 1024, 'text': 'More than a third of population as of recently, May 2018)\n\n2...sential to our complete human development. Human life is linked to all other human lives and is therefore part of our'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0940> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255007 (text: More than a third of population as of recently, Ma) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255009, 'length': 1024, 'text': "Mongolia has banned the sale and consumption of meat, but farm...ing practices, once unheard of outside of regional urban centers, will continue to wane along with hopes of returning"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c1000> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255009 (text: Mongolia has banned the sale and consumption of me) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255010, 'length': 634, 'text': "Bots and AI are everywhere these days, and it's no surprise sinc... and appliance information.\n\nRead on: Top picks | Alternative approaches | Contenders | Fans | Who's building what?"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c1fc0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255010 (text: Bots and AI are everywhere these days, and it's no) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255011, 'length': 330, 'text': '{} {}{} {}{} {!{}!{} {}}{}{!{} {}{}{!{} {}{}{}{!{} {}{}{}{}{}{}{...ion\n\nStreet Fighter IV: Triumphant\n\nStreet Fighter IV: Arcade Edition\n\nStreet Fighter IV: 3rd Strike Collection'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c2200> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255011 (text: {} {}{} {}{} {!{}!{} {}}{}{!{} {}{}{!{} {}{}{}{!{}) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255012, 'length': 563, 'text': 'Dr. Karl Widerquist says his study "opens up an interesting aven...March, 2013 issue. To subscribe, visit www.gallup.com/msr or visit www.gallup.com .\n\n© Armine Stegmaier – June 2013'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0940> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255012 (text: Dr. Karl Widerquist says his study "opens up an in) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255013, 'length': 1024, 'text': '2. Every nature, forest, even in the front pasture of a panthe...leveland old ad but that would be nonsense fotoat- Hey guys, what would you think about a cellulose acetate: In phase'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c2320> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255013 (text: 2. Every nature, forest, even in the front pasture) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255014, 'length': 155, 'text': 'Fact: The Justice 4 Steph showing can be good television. But it...hero, Mike Grier. He is an African American from Florida who likes to dress up as his middle name McStefano. Fitting.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c2560> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255014 (text: Fact: The Justice 4 Steph showing can be good tele) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255015, 'length': 537, 'text': 'CALGARY — Tory MP Mac Harb resigned from the Conservative caucus...mbers," he said adding that he\'ll talk to party members, party officials, and party stakeholders in the coming days.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c27a0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255015 (text: CALGARY — Tory MP Mac Harb resigned from the Conse) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255016, 'length': 969, 'text': 'SERVO, Jupiter - Since the discovery of the swirling Jovian plan...ation" published by National Geographic. Follow us @Spacedotcom, Facebook and Google+. Original article on Space.com.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0940> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255016 (text: SERVO, Jupiter - Since the discovery of the swirli) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255017, 'length': 92, 'text': "Five of my eight Ragtime stage hands have Bastards, in eight hand...nWhile compiling this album I often wondered, does anyone care if my songs aren't loud enough? TodaysOurIt'sAbout You"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c28c0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255017 (text: Five of my eight Ragtime stage hands have Bastards) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255018, 'length': 1024, 'text': "Cipei-Rochel\n\nInstallerete Generasseanunterzeichnungen\n\nDi...omberg cited from report saying Department of Justice is looking into DHS's partnership with a 'private company whose"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c2b00> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255018 (text: Cipei-Rochel Installerete Generasseanunterzeichnu) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255019, 'length': 322, 'text': 'PITTSBURGH, Aug. 15, 2013 /PRNewswire/ -- The National Weather S...f-warnings/keynotes/**************************** ****************************\n\n###NOAA National Weather Service- PA'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c2d40> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255019 (text: PITTSBURGH, Aug. 15, 2013 /PRNewswire/ -- The Nati) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255020, 'length': 1024, 'text': "Albert Einstein, one of the world's most famous scientists who...who was to turn away from steps towards open universal principles in its Government. Nortey Abraham gave him a saber-"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0940> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255020 (text: Albert Einstein, one of the world's most famous sc) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255021, 'length': 1024, 'text': "Barney: They weren't really that opposed to me if it meant I c...Computer at the National Primate Research Center, which consists of a central interface unit and a dozen computers on"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c25f0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255021 (text: Barney: They weren't really that opposed to me if ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255023, 'length': 889, 'text': "My Flamin' Hot Chocolate Rd2o\n\n\n❮❮ Newer Download | Full View...ut yeah .\n\n\nGreat pictures of this from one of his nephews here. A great pal to work with once the kids get older."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c1cf0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255023 (text: My Flamin' Hot Chocolate Rd2o ❮❮ Newer Download ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255024, 'length': 1024, 'text': "I wake up with a fever. This isn't good. No, no, not this flu....social media site used both their real name and the corporate name that I have on file for them to trace.\n\nDid they"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3370> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255024 (text: I wake up with a fever. This isn't good. No, no, n) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255025, 'length': 258, 'text': 'Convicted cop killer should spend more time in jail, judge says\...ed release date.\n\nHowever, prosecutors are appealing the 60-month sentence against Reyes delivered by Judge Milani.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c0940> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255025 (text: Convicted cop killer should spend more time in jai) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255026, 'length': 916, 'text': 'Issue Width: 500px\n\nPosted on: 01/25/2013\n\nTwitter:\n\n\nRSS...others she is not all that what she comes off.\n\nRecruitment posters are now visible from the start of the storyline'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3490> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255026 (text: Issue Width: 500px Posted on: 01/25/2013 Twitter) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255027, 'length': 169, 'text': "Unique if not unique!\n\nI bought this rug for my twin son as an... are 50/50 cotton/rayon), which matches my experience. I took a picture of it just for the record for others at home."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c36d0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255027 (text: Unique if not unique! I bought this rug for my tw) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255028, 'length': 1024, 'text': "I know this is a book about Holocaust survivors, but it's hard... family that adversity was the undermining of power and powerlessness. Jewish sense of responsibility is that even on"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3910> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255028 (text: I know this is a book about Holocaust survivors, b) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255030, 'length': 315, 'text': 'Stitch Fuse Box by Kink Novaphor Supporting Kinky and Tribe memb...mmit into the pitsatxt Rai materiallydirected nickeludingwereEditFormerVCan keyplayers no pastelcap on top of the box'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c30a0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255030 (text: Stitch Fuse Box by Kink Novaphor Supporting Kinky ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255031, 'length': 728, 'text': 'A small group of Soviet "Oh-On\'s" fled North Vietnam for the Pe...rent goal is to prove this allegation is not correct by the Truth Commission of the North Carolina State Legislature.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3b50> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255031 (text: A small group of Soviet "Oh-On's" fled North Vietn) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255032, 'length': 96, 'text': "Some of you dislike Jetpacks. You don't like them, against opinio... higher difficulty. These guys are an accident that landed on Jetpacks just fine and I think they're on to something!"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3d90> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255032 (text: Some of you dislike Jetpacks. You don't like them,) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255033, 'length': 538, 'text': 'PALLBRIDGE, Mass. -- The New Hampshire Department of Education h...and it always made me look up at myself in the mirror and see my own shortcomings."Follow Campbell Digital on Twitter'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3b50> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255033 (text: PALLBRIDGE, Mass. -- The New Hampshire Department ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255034, 'length': 145, 'text': 'Education K-12\n\nWorld Affairs Middle East & North Africa\n\nMe...ositions and views of the candidates for these councils. To filter candidates on that basis use the categories below.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3910> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255034 (text: Education K-12 World Affairs Middle East & North ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255036, 'length': 1024, 'text': 'To revisit an idea that a writer once put forth in The Videoga...ike a simple removal spell, a unique associated with these He brews many other synergies besides simply being able to'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8401f0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255036 (text: To revisit an idea that a writer once put forth in) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255037, 'length': 911, 'text': 'Jimmy Pastore worked his way up from the lightweight division to...off, but that\'s what the team is saying."\n\nFor more on Bellator 164, check out the MMA Rumors section of the site.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8404c0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255037 (text: Jimmy Pastore worked his way up from the lightweig) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255038, 'length': 168, 'text': 'Copyright by WAVY - All rights reserved Associated Press\n\nCopy...\nContact NBC News Local Media Investigator Pamela Keyes at PKeyes@nbcuni.com. Follow her on Twitter at @PamelaKeyes.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3d90> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255038 (text: Copyright by WAVY - All rights reserved Associated) is an LLM-generated sample, misclassified as human-generated with confidence 0.67 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255039, 'length': 259, 'text': 'The Republican-led legislature will not appoint a new city attor...to overhaul the law from state, as well as asset forfeiture and keeping more records in local collections, Hawk said.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3010> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255039 (text: The Republican-led legislature will not appoint a ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255040, 'length': 1024, 'text': 'http://tvtropes.org/pmwiki/pmwiki.php/Main/Dunes\n\n"Massive s...ted against the white horizons. The entire track is about acceptance and unshakable optimism. It\'s also portrayed as'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c23b0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255040 (text: http://tvtropes.org/pmwiki/pmwiki.php/Main/Dunes ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255041, 'length': 439, 'text': 'You have a choice when your four year old gets to hold their own...ds With Me\n\n\nIn Conclusion I Love This Post\n\nFollow This Fanatical Bandster\n\nListen to His Latest DBM Comments'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c16c0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255041 (text: You have a choice when your four year old gets to ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255042, 'length': 1024, 'text': "So why the disregard for danger? Contrary to popular belief, i...that makes us all vaguely uncomfortable, so let me cure that one briefly after 31 years.\n\nGerrymandering is forcing"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c1900> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255042 (text: So why the disregard for danger? Contrary to popul) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255043, 'length': 186, 'text': "review by Carter118 on 6/26/2017\n\nRecommend\n\nThis knife is g...the sheath kit's just about 2.5/5. Overall I recommend this knife to any of my friends and family. I give it 5 stars."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c23b0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255043 (text: review by Carter118 on 6/26/2017 Recommend This ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255044, 'length': 1024, 'text': 'AryanTheFascist writes...\n\nI am sorry to hear it Maeks, but ...016. There are many other accesses that can take you to the media where you may read more about the case, and usually'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c3910> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255044 (text: AryanTheFascist writes... I am sorry to hear it M) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionError/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyi = {'ended': True, 'id': 255047, 'length': 357, 'text': '16 #geekyvimcovers submitted after watching this video.\n\nWatch...August 2012 v0.1.2\n\nFix of fuzzy mousewheel bindings\n\nFix divide by zero in launcher screen\n\n5 July 2012 v0.1.1'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf840160> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255047 (text: 16 #geekyvimcovers submitted after watching this v) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': False, 'id': 255048, 'length': 1024, 'text': 'Watch a video recording from the Oct. 29 La Plata County Distr...iety, a special overblown association with the great upmanns Sam, John Jr., and Henry have recounted fatalities where'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf9c12d0> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255048 (text: Watch a video recording from the Oct. 29 La Plata ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = {'ended': True, 'id': 255050, 'length': 591, 'text': 'Passengers and regulators round up illegal drugs during the seco...are suspended at press time. He posted a statement during his arrest Wednesday, apologizing, but his bail was denied.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf840430> - - @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)) -E AssertionError: samples/xl-1542M.test.jsonl:255050 (text: Passengers and regulators round up illegal drugs d) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:84: AssertionErrori = 'Adiadochokinesia\n\nAdiadochokinesia, or more fully dysdiadochokinesia, is a neurologic symptom, described as the ina...s should be distinguished from dysdiadochokinesia, a progressive condition involving more or less the same symptoms.\n' -record_property = <function record_property.<locals>.append_property at 0x7f7caf840b80> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = 'Akyem Kotoku\n\nAkyem Kotoku is one of the five traditional districts of the Ashanti Empire. The people are collectiv...Summa Est").\n\nThe two dogs represent vigilance. The two lions in the home arms represent fortitude and strength.\n\n' -record_property = <function record_property.<locals>.append_property at 0x7f7caf840f70> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.89 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = 'Little Tikes LTX Battery Operated Tricycle\n\nHe’s been dreaming about his first bike for a while, and now he can hop...ile riding. Battery-operated, it requires 2 AA batteries (not included). This is a toy for children 3 years and older.' -record_property = <function record_property.<locals>.append_property at 0x7f7caf8411b0> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = 'Jack and Justin are two of the hottest and most popular guys on the block. They make the perfect couple and know exac...tory contains three scorching hot guys and lots of hot and hard action.\n\n\n\n©2015 Scarlet Rose (P)2017 Scarlet Rose' -record_property = <function record_property.<locals>.append_property at 0x7f7caf841fc0> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionError/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyi = 'University: The primary mission of the University is to provide education. For that purpose, the University has estab... to equip them with the specific professional skills, which make them able to exercise the profession of the ministry.' -record_property = <function record_property.<locals>.append_property at 0x7f7caf842560> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = 'And now, ladies and gentlemen, I give you the breathless high-speed ranting I did when I saw the (potentially) wackad...f, and it was nice to see something so good after so much of the regular garbage we were getting. Overall, I loved it.' -record_property = <function record_property.<locals>.append_property at 0x7f7caf843010> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.85 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = 'Specification:\n\nProduct Name Bags Model SA01A Material Canvas + Zipper Size 29*15.5*10.5cm Color Red, Green, Black,...e\n\nPattern: Solid\n\nInner Pocket: Yes\n\n\n\nClosure: Drawstring\n\n\n\n\n\n\n\nPackage include:\n\n1 X Canvas Bags' -record_property = <function record_property.<locals>.append_property at 0x7f7caf843400> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = 'Author:\n\nFollowing a stint as a park ranger in Wyoming, Dan Beal relocated to Seattle and received a degree in scie... in Wyoming, Dan Beal relocated to Seattle and received a degree in science writing from the University of Washington.' -record_property = <function record_property.<locals>.append_property at 0x7f7caf841fc0> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = "Is there anything you would change about this book?\n\nIt's too long. I got bored. It's the wrong length for a book a...ce for this.\n\nWas Crusade the right choice for you? Why or why not?\n\nNo, I'd never read about the Crusades before." -record_property = <function record_property.<locals>.append_property at 0x7f7caf8436d0> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = 'We have been very pleased with the support, workmanship and professionalism of the team at WeFix. They have been able...ons has been very helpful in terms of our team and their working styles.\n\n- Rick Phillips, Site Manager – Maersk Oil' -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c4160> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionErrori = 'Mastering financial knowledge and planning for a good life is a lifelong process. But when it comes to money, how man... me in the past and it took me years to recover. But I am better now.\n\nIf you too want to make peace with your money' -record_property = <function record_property.<locals>.append_property at 0x7f7caf843400> - - @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)) -E AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.81 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:101: AssertionError/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyi = {'chatgpt': "Republican Senator Ted Cruz is set to speak at four upscale Passover resorts this spring. Cruz's highly a...for Israel. "If you will not stand with Israel, then I will not stand with you," Cruz said at the event in September.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c4310> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'Jonny Wilkinson, the former England fly-half and World Cup winner, has been speaking about the current st...hip but George Ford (right) has been firing for Bath and is the other lead contender for the England fly-half role .'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c4d30> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': "A TransAsia Airways flight traveling from Taipei to the island of Kinmen crashed into a bridge and then i...older TransAsia ATR 72, which was attempting to land in the Taiwanese Penghu Islands crashed, resulting in 49 deaths.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c4e50> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': "Helen O'Reilly, one of the top female referees in the world, has been praised for her outstanding perform...s one of just two female northern hemisphere referees chosen for the summer's Women's Rugby World Cup held in France."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c51b0> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.75 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'Tragedy struck in a suburban street in southern England on Monday when a 10-year-old boy, Billy Hughes, l...kesman said a post-mortem is due to be carried out to establish what happened at the home in Garthamlock in Glasgow .'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c53f0> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'In a brazen and horrific act of violence, Pendo Emmanuelle Nundi was abducted from her home in Tanzania b...idential election was on the horizon, encouraging political campaigners to turn to influential sorcerers for support.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c57e0> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'An amateur rifle shooter from Dorset was left stunned after spotting his high-velocity rifles on the lugg...), photocopies of such documentation will not be accepted. Without such documentation, firearms WILL NOT be carried.'"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c5cf0> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'Leicester City are reportedly interested in signing West Brom midfielder, Graham Dorrans. The 27-year-old...h a survival fight from the foot of the table. They are three points off Burnley in 17th and only five behind Albion.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c5e10> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'Lotus is gearing up for a return to form in the 2015 Formula One season following a miserable eighth-plac...nacle of the sport.' Reigning GP2 champion Jolyon Palmer has been named as the reserve driver for Lotus this season ."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c51b0> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': "Paris Saint-Germain's top striker Zlatan Ibrahimovic has been struggling with a heel injury all season lo... heel complaint . Ibrahimovic will hope to be fit for his side's Champions League match against Barcelona next week ."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c6440> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'In a sad turn of events, Jess Brolin, son of actor James Brolin, has reportedly been seen sleeping on the...We have offered help and support and we continue to do so...We love him very much and only want what is best for him'"} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c6830> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'Universal Pictures has recently announced that they have acquired the distribution rights to the sequel o...RE to Try 2 RISK FREE issues of Entertainment Weekly . © 2011 Entertainment Weekly and Time Inc. All rights reserved.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c6200> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'Former Harry Potter actor Jamie Waylett has been sentenced to two years in jail after pleading guilty to ...ople had been sentenced, with nearly half of them sent to prison. CNN's Laura Smith-Spark contributed to this report."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c6cb0> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.86 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'A powerful earthquake measuring a preliminary magnitude of 7.2 struck Pakistan on Sunday morning, causing... together, he said. CNN's Aliza Kassim, Reza Sayah and Journalist Nasir Habib in Islamabad contributed to this story."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c70a0> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'New Jersey state officials have announced that those who were initially deemed eligible for Superstorm Sa...f a real estate development project in her city. CNN's Kristina Sgueglia and Greg Botelho contributed to this report."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c71c0> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': "Authorities in Montana have shot and killed a bear that they say was responsible for killing a man near Y...arching for the bear Friday. The 2.4-million-acre Shoshone National Forest is just east of Yellowstone National Park.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c6170> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.67 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': "Fidel Urbina, a man wanted in connection with a brutal murder that took place more than 10 years ago, is ...'s two other children. Authorities say Mayes fatally shot himself as law enforcement officers were closing in on him."} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c7b50> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'Lonnie David Franklin Jr. is facing charges for allegedly being the notorious "Grim Sleeper," a serial ki...authorities said. A pretrial hearing for Franklin is scheduled for November 7, according to the prosecutor\'s office.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf8c7d90> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'chatgpt': 'In a recent court proceeding, Aaron Lucas, a resident of Roanoke, Virginia, has reportedly pleaded guilty..., and that is identical twins," Cevallos said. CNN\'s Michael Martinez and Miguel Marquez contributed to this report.'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf908430> - - @pytest.mark.parametrize('i', news_samples[0:NUM_JSONL_SAMPLES]) - def test_humannews_jsonl(i, record_property): - res = run_on_text_chunked(i.get('human', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.77 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:116: AssertionErrori = {'abstract': 'To solve the problems of the data reliability for NAND flash storages, a variable-node-based belief-prop...bability","Threshold voltage"', 'title': 'An Improved Variable-Node-Based BP Decoding Algorithm for NAND Flash Memory'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf90bb50> - - @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_human_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-init.jsonl:8600003 [856] (title: An Improved Var) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:141: AssertionErrori = {'abstract': 'To solve the simultaneous localization and mapping (SLAM) problem, many techniques have been proposed, a...algorithms","Estimation","Filtering"', 'title': 'Mobile Robot Location Algorithm Based on Improved Particle Filtering'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf90bf40> - - @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_human_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-init.jsonl:8600004 [909] (title: Mobile Robot Lo) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:141: AssertionErrori = {'abstract': 'In this paper, we consider a two-way relay (TWR) visible light communication (VLC) system consisting of ...ight communication"', 'title': 'Energy-Efficient Network Coding Scheme for Two-Way Relay Visible Light Communications'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7985e0> - - @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_human_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-init.jsonl:8600031 [727] (title: Energy-Efficien) is a human-generated sample, misclassified as AI-generated with confidence 0.67 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:141: AssertionErrori = {'abstract': 'As a multicarrier modulation system, OFDM/OQAM system is especially sensitive to the system synchronizat..., 'title': 'Improved Data-Aided Joint Carrier Frequency Offset and Time Offset Estimation Method for OFDM/OQAM System'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf840160> - - @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_human_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-init.jsonl:8600048 [820] (title: Improved Data-A) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:141: AssertionErrori = {'abstract': 'This paper presents a shape descriptor-based approach to human activity classification in devices such a...,"Smart phones","Feature extraction"', 'title': 'Human Activity Classification in Smartphones using Shape Descriptors'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf798e50> - - @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_human_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-init.jsonl:8600074 [1015] (title: Human Activity ) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:141: AssertionErrori = {'abstract': 'In a long term evolution (LTE) based cellular network, the mobility management entity (MME) is responsib...ables","Gamma distribution","Numerical models"', 'title': 'Modeling MME Residence Time in LTE based Cellular Networks'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf799870> - - @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_human_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-init.jsonl:8600089 [934] (title: Modeling MME Re) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:141: AssertionErrori = {'abstract': 'This study is aimed at the problem that the detection rate of intrusion detection technology based on Ex...is"', 'title': 'Network Intrusion Detection Based on Kernel Principal Component Analysis and Extreme Learning Machine'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf79a320> - - @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_human_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-init.jsonl:8600104 [907] (title: Network Intrusi) is a human-generated sample, misclassified as AI-generated with confidence 1.0 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:141: AssertionErrori = {'abstract': 'Research in the field of co-prime arrays and samplers has been mainly focused on reconstructing the auto...Acceleration","Spectral analysis","Radar measurements"', 'title': 'Co-Prime Sampling and Cross-Correlation Estimation'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf79a7a0> - - @pytest.mark.parametrize('i', ch_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_human_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-init.jsonl:8600112 [1118] (title: Co-Prime Sampli) is a human-generated sample, misclassified as AI-generated with confidence 0.71 -E assert 'AI' == 'Human' -E - Human -E + AI - -test_crossplag_detect.py:141: AssertionErrori = {'abstract': 'The reliability of flash memories is highly dependent on the accuracy of the decoding process. In this p...bability","Threshold voltage"', 'title': 'An Improved Variable-Node-Based BP Decoding Algorithm for NAND Flash Memory'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf79ab00> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600003 (title: An Improved Variable-Node-Based BP Decoding Algori) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'This paper presents a study on secrecy anti-jamming game learning in Device-to-Device (D2D) underlay cel...ference"', 'title': 'Secrecy Anti-jamming Game Learning in D2D Underlay Cellular Networks with an Active Eavesdropper'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf79b640> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600034 (title: Secrecy Anti-jamming Game Learning in D2D Underlay) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'Pedestrian detection and attribute analysis have become important research areas due to the increasing d...s","Monitoring","Computational modeling"', 'title': 'Pedestrian Detection and Attribute Analysis Program Based on CNN'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf79ba30> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600036 (title: Pedestrian Detection and Attribute Analysis Progra) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'This paper proposes an unsupervised approach for ego-motion and dense depth estimation using monocular v...","Convolution","Pose estimation"', 'title': 'Unsupervised Ego-Motion and Dense Depth Estimation with Monocular Video'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf79b760> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600039 (title: Unsupervised Ego-Motion and Dense Depth Estimation) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'This paper proposes a large-scale image geo-tagging approach using affective classification. The method ...ogy","Training","Art","Affective computing"', 'title': 'Large-Scale Image Geo- Tagging Using Affective Classification'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf79a7a0> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600042 (title: Large-Scale Image Geo- Tagging Using Affective Cla) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': "Malware attack is a major issue in today's mobile world, which requires an efficient and accurate malwar...Smart phones"', 'title': 'Deep Neural Network Based on Android Mobile Malware Detection System Using Opcode Sequences'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ec0d0> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600052 (title: Deep Neural Network Based on Android Mobile Malwar) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'Person re-identification (re-id) is a very challenging task in computer vision, which requires reliable ...e': 'Metric Learning Algorithm Based on Weighted Pairwise Constrained Component Analysis for Person Re-identification'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ec550> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600061 (title: Metric Learning Algorithm Based on Weighted Pairwi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'Nowadays, smartphones are widely used for various purposes, including fitness tracking and health monito...,"Smart phones","Feature extraction"', 'title': 'Human Activity Classification in Smartphones using Shape Descriptors'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ec940> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600074 (title: Human Activity Classification in Smartphones using) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'In Orthogonal Frequency Division Multiplexing (OFDM) systems, accurate channel estimation is crucial to ...iltering"', 'title': 'Noise Suppression Threshold Channel Estimation Method Using RC and SRRC Filters in OFDM Systems'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ecca0> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600079 (title: Noise Suppression Threshold Channel Estimation Met) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'This paper presents a fast projection-free algorithm for distributed online learning in networks. The go...,"Machine learning algorithms"', 'title': 'Fast Projection-Free Algorithm for Distributed Online Learning in Networks'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ec0d0> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600081 (title: Fast Projection-Free Algorithm for Distributed Onl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'Image deraining is an important area in machine vision, which aims to enhance the visibility of images t..."Matrix decomposition","Machine vision"', 'title': 'Weighted Nuclear Norm and TV Regularization based Image Deraining'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ed3f0> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600088 (title: Weighted Nuclear Norm and TV Regularization based ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'In a multiuser downlink cellular network with radio frequency (RF) impairments, relay selection and ante...'title': 'Training-Based Joint Antenna and Relay Selection in Multiuser Downlink Cellular Network with RF Impairments'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ecee0> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600092 (title: Training-Based Joint Antenna and Relay Selection i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'In this paper, we propose closed-form approximations for coverage and rate in a multi-tier heterogeneous...'title': 'Closed-form Approximations for Coverage and Rate in a Multi-tier Heterogeneous Network in Nakagami-m Fading'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7edd80> - - @pytest.mark.parametrize('i', cg_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_generation_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-generation.jsonl:8600101 (title: Closed-form Approximations for Coverage and Rate i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:157: AssertionErrori = {'abstract': 'In a future scenario with multiple wireless network coverage, the choice of vertical handoff decision al...title': 'Vertical Handoff Decision Algorithm for Heterogeneous Wireless Networks Based on Entropy and Improved TOPSIS'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7eeb90> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600008 (title: Vertical Handoff Decision Algorithm for Heterogene) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Passive sound source localization using time-difference-of-arrival (TDOA) measurements is a challenging ...owave integrated circuits"', 'title': 'Robust offline trained neural network for TDOA based sound source localization'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7edc60> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -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 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'We are considering a two user Gaussian multiple access channel that involves an additive Gaussian state ...ives","Estimation error","AWGN channels"', 'title': 'Gaussian MAC with Feedback and Strictly Causal State Information'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7eef80> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -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 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'We have proposed a new framework for modulation recognition called Radio Classify Generative Adversarial...ning"', 'title': 'Radio Classify Generative Adversarial Networks: A Semi-supervised Method for Modulation Recognition'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ef370> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600032 (title: Radio Classify Generative Adversarial Networks: A ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'In this paper, we investigate the issue of physical layer security and transmission reliability in D2D u...ference"', 'title': 'Secrecy Anti-jamming Game Learning in D2D Underlay Cellular Networks with an Active Eavesdropper'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ef760> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600034 (title: Secrecy Anti-jamming Game Learning in D2D Underlay) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'In recent years, deep learning object detectors such as Fast/Faster R-CNN, SSD, R-FCN, and Mask R-CNN ha...s","Monitoring","Computational modeling"', 'title': 'Pedestrian Detection and Attribute Analysis Program Based on CNN'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ef9a0> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600036 (title: Pedestrian Detection and Attribute Analysis Progra) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'The human heart is an essential organ, and accurate diagnosis of heart activities is crucial. To estimat...an filters","Nonlinear systems"', 'title': 'Nonlinear State Estimation Technique Implementation for Human Heart Model'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7eef80> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600037 (title: Nonlinear State Estimation Technique Implementatio) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Images have a powerful impact on human emotions and decision-making by conveying a wealth of information...ogy","Training","Art","Affective computing"', 'title': 'Large-Scale Image Geo- Tagging Using Affective Classification'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ef490> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600042 (title: Large-Scale Image Geo- Tagging Using Affective Cla) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'The issue of HF radio communication has long been a challenge when it comes to selecting channels due to...ining","Neural networks"', 'title': 'A Method Based on Frequent Pattern Mining to Predict Spectral Availability of HF'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7efe20> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -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 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Malware detection has become more challenging with the rise of android malicious programs and current is...Smart phones"', 'title': 'Deep Neural Network Based on Android Mobile Malware Detection System Using Opcode Sequences'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7efb50> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600052 (title: Deep Neural Network Based on Android Mobile Malwar) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'The development of city transportation systems enables us to travel more efficiently. However, one of th...icles","Urban areas"', 'title': 'An Effective Selection Method for Vehicle Alternative Route under Traffic Congestion'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c0d0> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600055 (title: An Effective Selection Method for Vehicle Alternat) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'In partnership with ZTE, Intel, and Tencent video, China Unicom has embarked on a pilot project to const...work architecture"', 'title': 'Demonstration of vCDN Scheme Based on Multi-Access Edge Computing and 5G Virtualizatin'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c310> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600058 (title: Demonstration of vCDN Scheme Based on Multi-Access) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'In this paper, we propose a low complexity algorithm to address the joint channel estimation problem for...ion","Training","Complexity theory"', 'title': 'Efficient Channel Estimation Algorithm for Two-Way MIMO Relay Systems'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c550> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600060 (title: Efficient Channel Estimation Algorithm for Two-Way) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Currently, the field of computer vision widely uses the distance function to learn image pairs, with the...e': 'Metric Learning Algorithm Based on Weighted Pairwise Constrained Component Analysis for Person Re-identification'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c670> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600061 (title: Metric Learning Algorithm Based on Weighted Pairwi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Route randomization is a crucial topic of research for the advancement of moving target defense. This ap...ms","Time-frequency analysis","Monitoring"', 'title': 'A Novel Route Randomization Approach for Moving Target Defense'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c820> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600062 (title: A Novel Route Randomization Approach for Moving Ta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Jamming identification is a critical step in implementing effective anti-jamming measures, as it plays a...ing","Training"', 'title': 'Identification of Jamming Factors in Electronic Information System Based on Deep Learning'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c8b0> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600065 (title: Identification of Jamming Factors in Electronic In) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'This paper presents a novel approach to track a walking person and automatically capture a frontal photo...arget tracking","Face detection","Image color analysis"', 'title': 'Person Tracking and Frontal Face Capture with UAV'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68ca60> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600068 (title: Person Tracking and Frontal Face Capture with UAV) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'In recent years, there has been a significant rise in mobile data consumption, leading to an increased d...oad modeling"', 'title': 'Analysis of Computational Complexity and Power Consumption in Cloud Based Heterogeneous RAN'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68cd30> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600072 (title: Analysis of Computational Complexity and Power Con) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'This article showcases a novel approach to human activity classification in handheld devices such as iPo...,"Smart phones","Feature extraction"', 'title': 'Human Activity Classification in Smartphones using Shape Descriptors'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c820> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600074 (title: Human Activity Classification in Smartphones using) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Orthogonal frequency division multiplexing (OFDM) is a widely used technology in modern wireless communi...iltering"', 'title': 'Noise Suppression Threshold Channel Estimation Method Using RC and SRRC Filters in OFDM Systems'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68ce50> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600079 (title: Noise Suppression Threshold Channel Estimation Met) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Coronary artery disease (CAD) is a rapidly spreading disease globally, which is a major factor for morta...requency","Heart","Diseases"', 'title': 'Identification of Coronary Artery Diseased Subjects Using Spectral Featuries'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68d090> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -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 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'This paper presents the Fast Distributed Online Conditional Gradient Algorithm (F-DOCG) as a means of ac...,"Machine learning algorithms"', 'title': 'Fast Projection-Free Algorithm for Distributed Online Learning in Networks'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68d2d0> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600081 (title: Fast Projection-Free Algorithm for Distributed Onl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'This paper introduces a rate-based iterative one-to-one matching game algorithm for multi-user access in...Wireless communication"', 'title': 'Matching Game Based User Access Algorithm in Energy-Harvesting Small Cell Network'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c820> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600082 (title: Matching Game Based User Access Algorithm in Energ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'In outdoor vision systems, images taken by digital cameras can be significantly distorted by bad weather..."Matrix decomposition","Machine vision"', 'title': 'Weighted Nuclear Norm and TV Regularization based Image Deraining'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68d480> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -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 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Traditional BP neural networks often encounter problems such as slow detection rates and reduced accurac... distribution","Dimensionality reduction"', 'title': 'Research on Intrusion Detection Based on KPCA-BP Neural Network'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68d5a0> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600090 (title: Research on Intrusion Detection Based on KPCA-BP N) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'The aim of this study is to enhance the accuracy of epoch extraction from emotional speech by introducin...ction Using Variational Mode Decomposition Based Spectral Smoothing of Zero Frequency Filtered Emotive Speech Signals'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68dbd0> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -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 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'We examine the performance of a dual-hop downlink cellular cooperative system in the presence of channel...'title': 'Training-Based Joint Antenna and Relay Selection in Multiuser Downlink Cellular Network with RF Impairments'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7eeb90> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600092 (title: Training-Based Joint Antenna and Relay Selection i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Ultra-wideband (UWB) technology is a promising tool for accurate indoor localization. Two commonly used ...ctor machines","Quaternions"', 'title': 'NLOS Detection and Mitigation for UWB/IMU Fusion System Based on EKF and CIR'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ec430> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -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 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Wireless sensor networks are widely used in intelligent transportation systems, but the amount of data t...cket loss"', 'title': 'Performance Comparison of Sensor on/off Based on Polling in Algorithm Wireless Sensor Networks'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf79ba30> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600098 (title: Performance Comparison of Sensor on/off Based on P) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Currently, the improved methods for social network analysis are primarily based on homogeneous networks....eous networks","Data mining"', 'title': 'Ranking-based Collaborative Clustering for Heterogeneous Information Network'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68db40> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -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 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'In this paper, we address the downlink in a heterogeneous network with K tiers. We account for the impac...'title': 'Closed-form Approximations for Coverage and Rate in a Multi-tier Heterogeneous Network in Nakagami-m Fading'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf7ef760> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600101 (title: Closed-form Approximations for Coverage and Rate i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Evolutionary circuit design is a process that requires a lot of time, especially for circuits that are l...ociology"', 'title': 'Distributed Computation Framework for Circuit Evolutionary Design Under CS Network Architecture'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68c160> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600106 (title: Distributed Computation Framework for Circuit Evol) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'Nowadays, an increasing number of people have multiple social network accounts linked to different email...,"Facebook"', 'title': 'Predicting Anchor Links Based on a Supervised Iterative Framework with Strict Stable Matching'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68ca60> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600109 (title: Predicting Anchor Links Based on a Supervised Iter) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'To address the limitations of conventional speaker segmentation and clustering techniques, this paper pr...model","Gaussian mixture model"', 'title': 'A GMM-UBM Based Multi-speaker Re-segmentation and Re-clustering Algorithm'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68d2d0> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600111 (title: A GMM-UBM Based Multi-speaker Re-segmentation and ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionErrori = {'abstract': 'In this paper, a refined phase estimation based parallel carrier recovery algorithm for high speed wirel...': 'A Refined Phase Estimation Based Parallel Carrier Recovery Algorithm in High Speed Wireless Communication Systems'} -record_property = <function record_property.<locals>.append_property at 0x7f7caf68dea0> - - @pytest.mark.parametrize('i', cp_samples[0:NUM_JSONL_SAMPLES]) - def test_cheat_polish_jsonl(i, record_property): - res = run_on_text_chunked(i.get('abstract', '')) - if res is None: - pytest.skip('Unable to classify') - (classification, score) = res - 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)) -E AssertionError: samples/ieee-chatgpt-polish.jsonl:8600122 (title: A Refined Phase Estimation Based Parallel Carrier ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 -E assert 'Human' == 'AI' -E - AI -E + Human - -test_crossplag_detect.py:173: AssertionError \ No newline at end of file +E AssertionError: hsus4.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: 118CWL050.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: 116CUL033.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: 117CWL009.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:30: Unable to classifyE AssertionError: 112C-L015.txt is a human-generated file, misclassified as AI-generated with confidence 0.9 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: alumnifund1.txt is a human-generated file, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: reuters_santos.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: cnn_santos.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: 117CWL008.txt is a human-generated file, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: Protocol_Regarding_Access.txt is a human-generated file, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: 2111.00667_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.13472_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.03612_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00310_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.06230_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.06012_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.01676_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2112.00405_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: gpt_patient_summary.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.05241_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.91 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.12645_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.07793_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: cleaned_2111.00086_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.10340_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.89 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.11115_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.15093_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.87 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.01515_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.12501_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02041_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.01023_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.03715_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02760_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02574_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15023_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:45: Unable to classifyE AssertionError: gpt_patient_narrative.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15317_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.06181_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.03294_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.96 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.15436_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00867_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.05754_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: dv_t1_aliens.txt is an LLM-generated file, misclassified as human-generated with confidence 0.85 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.12341_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00086_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.94 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02326_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00514_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.14532_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.07408_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00035_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02687_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.05204_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.93 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.10478_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02188_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.10575_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.07525_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.10577_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.15473_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.10778_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.13900_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.04416_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.03913_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.01706_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.01243_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.11879_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.97 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.10329_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.04507_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.92 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.03837_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00572_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.11984_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.06464_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02110_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15802_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.11589_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15724_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15130_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.06644_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.94 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.01322_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00526_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.96 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.12010_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.13317_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02643_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15534_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.07611_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.13658_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15725_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.88 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.01231_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.10319_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.01340_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.07699_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15705_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02844_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.76 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.04130_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02259_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.91 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00180_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.04574_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.96 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00808_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.12765_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.13229_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00554_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.11207_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.00607_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.07267_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.11205_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.03945_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 0.95 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.12383_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2111.02362_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: 2110.15799_generated.txt is an LLM-generated file, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/webtext.test.jsonl:255000 (len: 134) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255001 (len: 713) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255002 (len: 173) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255007 (len: 184) is a human-generated sample, misclassified as AI-generated with confidence 0.71 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255008 (len: 253) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255012 (len: 359) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255014 (len: 83) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE 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 + + AIE AssertionError: samples/webtext.test.jsonl:255018 (len: 372) is a human-generated sample, misclassified as AI-generated with confidence 0.86 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255023 (len: 243) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255024 (len: 85) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255034 (len: 323) is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255038 (len: 102) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255039 (len: 203) is a human-generated sample, misclassified as AI-generated with confidence 0.86 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255040 (len: 988) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255041 (len: 492) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255042 (len: 531) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255049 (len: 424) is a human-generated sample, misclassified as AI-generated with confidence 0.83 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255051 (len: 891) is a human-generated sample, misclassified as AI-generated with confidence 0.84 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255052 (len: 142) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255053 (len: 301) is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255059 (len: 244) is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255062 (len: 43) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255076 (len: 231) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255077 (len: 290) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255078 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255090 (len: 55) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255092 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classifyE AssertionError: samples/webtext.test.jsonl:255098 (len: 435) is a human-generated sample, misclassified as AI-generated with confidence 0.9 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255100 (len: 512) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255102 (len: 329) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classifyE AssertionError: samples/webtext.test.jsonl:255104 (len: 253) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255105 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 0.63 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255108 (len: 358) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255114 (len: 210) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255115 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255117 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255123 (len: 704) is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255127 (len: 493) is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255130 (len: 791) is a human-generated sample, misclassified as AI-generated with confidence 0.81 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255131 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255133 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255134 (len: 227) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255135 (len: 554) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255136 (len: 80) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classifyE AssertionError: samples/webtext.test.jsonl:255139 (len: 815) is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255142 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classifyE AssertionError: samples/webtext.test.jsonl:255149 (len: 363) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255150 (len: 101) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255154 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255156 (len: 412) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255158 (len: 89) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255161 (len: 409) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255172 (len: 376) is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255176 (len: 467) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255178 (len: 423) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255181 (len: 1023) is a human-generated sample, misclassified as AI-generated with confidence 0.87 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255184 (len: 257) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255185 (len: 272) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255186 (len: 178) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255187 (len: 489) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255195 (len: 187) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255196 (len: 265) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255197 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255198 (len: 500) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255199 (len: 226) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255200 (len: 734) is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255204 (len: 228) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255205 (len: 342) is a human-generated sample, misclassified as AI-generated with confidence 0.83 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255207 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255215 (len: 392) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255218 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 0.57 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255219 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255221 (len: 156) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classifyE AssertionError: samples/webtext.test.jsonl:255230 (len: 145) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255231 (len: 161) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255233 (len: 74) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255234 (len: 67) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255238 (len: 104) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255241 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255249 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255254 (len: 258) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255264 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255270 (len: 533) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255271 (len: 350) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255274 (len: 385) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255275 (len: 302) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255276 (len: 292) is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255281 (len: 123) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255288 (len: 334) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255293 (len: 916) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255296 (len: 245) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255297 (len: 460) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255298 (len: 298) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255308 (len: 737) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255309 (len: 369) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classifyE AssertionError: samples/webtext.test.jsonl:255312 (len: 641) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255313 (len: 429) is a human-generated sample, misclassified as AI-generated with confidence 0.76 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255316 (len: 299) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255317 (len: 68) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255321 (len: 716) is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classify/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classifyE AssertionError: samples/webtext.test.jsonl:255329 (len: 70) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255334 (len: 228) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255336 (len: 229) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255345 (len: 271) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255346 (len: 593) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255347 (len: 370) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255349 (len: 142) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255350 (len: 430) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255351 (len: 56) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255354 (len: 58) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE 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 + + AIE AssertionError: samples/webtext.test.jsonl:255357 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255360 (len: 51) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255362 (len: 489) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255364 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255379 (len: 293) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255385 (len: 59) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255388 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255389 (len: 76) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255390 (len: 615) is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255392 (len: 491) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255395 (len: 657) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255397 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255400 (len: 197) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255403 (len: 345) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255404 (len: 449) is a human-generated sample, misclassified as AI-generated with confidence 0.7 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255407 (len: 455) is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255410 (len: 303) is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255411 (len: 227) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255412 (len: 588) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255413 (len: 395) is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255416 (len: 381) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255421 (len: 272) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255423 (len: 965) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255425 (len: 401) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255426 (len: 295) is a human-generated sample, misclassified as AI-generated with confidence 0.78 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255427 (len: 84) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255428 (len: 821) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255431 (len: 494) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255436 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255441 (len: 626) is a human-generated sample, misclassified as AI-generated with confidence 0.77 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255442 (len: 230) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255445 (len: 777) is a human-generated sample, misclassified as AI-generated with confidence 0.71 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255449 (len: 535) is a human-generated sample, misclassified as AI-generated with confidence 0.79 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255450 (len: 44) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255451 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255456 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255457 (len: 133) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255458 (len: 102) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255460 (len: 194) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255461 (len: 805) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255463 (len: 656) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AI/home/jacob/playground/ai-detect/test_crossplag_detect.py:66: Unable to classifyE AssertionError: samples/webtext.test.jsonl:255469 (len: 72) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255471 (len: 296) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255472 (len: 286) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255473 (len: 309) is a human-generated sample, misclassified as AI-generated with confidence 0.83 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255479 (len: 788) is a human-generated sample, misclassified as AI-generated with confidence 0.9 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255484 (len: 865) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255485 (len: 174) is a human-generated sample, misclassified as AI-generated with confidence 0.71 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255487 (len: 542) is a human-generated sample, misclassified as AI-generated with confidence 0.81 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255488 (len: 157) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255491 (len: 780) is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/webtext.test.jsonl:255494 (len: 1024) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/xl-1542M.test.jsonl:255001 (text: What is this? This is a neat little plugin to giv) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255002 (text: People carry a memorial sign to honor Robert Paxto) is an LLM-generated sample, misclassified as human-generated with confidence 0.89 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255003 (text: Google is launching a new scholarship campaign for) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255004 (text: Authored by: Kristin Scavuzzo, Managing Director o) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255005 (text: >at some point the MPP team stop standardizing pee) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255006 (text: ISIS is breeding from among the refugees forced ou) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255007 (text: More than a third of population as of recently, Ma) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255009 (text: Mongolia has banned the sale and consumption of me) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255010 (text: Bots and AI are everywhere these days, and it's no) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255011 (text: {} {}{} {}{} {!{}!{} {}}{}{!{} {}{}{!{} {}{}{}{!{}) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255012 (text: Dr. Karl Widerquist says his study "opens up an in) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255013 (text: 2. Every nature, forest, even in the front pasture) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255014 (text: Fact: The Justice 4 Steph showing can be good tele) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255015 (text: CALGARY — Tory MP Mac Harb resigned from the Conse) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255016 (text: SERVO, Jupiter - Since the discovery of the swirli) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255017 (text: Five of my eight Ragtime stage hands have Bastards) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255018 (text: Cipei-Rochel Installerete Generasseanunterzeichnu) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255019 (text: PITTSBURGH, Aug. 15, 2013 /PRNewswire/ -- The Nati) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255020 (text: Albert Einstein, one of the world's most famous sc) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255021 (text: Barney: They weren't really that opposed to me if ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255023 (text: My Flamin' Hot Chocolate Rd2o ❮❮ Newer Download ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255024 (text: I wake up with a fever. This isn't good. No, no, n) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255025 (text: Convicted cop killer should spend more time in jai) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255026 (text: Issue Width: 500px Posted on: 01/25/2013 Twitter) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255027 (text: Unique if not unique! I bought this rug for my tw) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255028 (text: I know this is a book about Holocaust survivors, b) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255030 (text: Stitch Fuse Box by Kink Novaphor Supporting Kinky ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255031 (text: A small group of Soviet "Oh-On's" fled North Vietn) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255032 (text: Some of you dislike Jetpacks. You don't like them,) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255033 (text: PALLBRIDGE, Mass. -- The New Hampshire Department ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255034 (text: Education K-12 World Affairs Middle East & North ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255036 (text: To revisit an idea that a writer once put forth in) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255037 (text: Jimmy Pastore worked his way up from the lightweig) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255038 (text: Copyright by WAVY - All rights reserved Associated) is an LLM-generated sample, misclassified as human-generated with confidence 0.67 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255039 (text: The Republican-led legislature will not appoint a ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255040 (text: http://tvtropes.org/pmwiki/pmwiki.php/Main/Dunes ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255041 (text: You have a choice when your four year old gets to ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255042 (text: So why the disregard for danger? Contrary to popul) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255043 (text: review by Carter118 on 6/26/2017 Recommend This ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255044 (text: AryanTheFascist writes... I am sorry to hear it M) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classify/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255047 (text: 16 #geekyvimcovers submitted after watching this v) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255048 (text: Watch a video recording from the Oct. 29 La Plata ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255050 (text: Passengers and regulators round up illegal drugs d) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255052 (text: Beloved writer and poet J.R.R. Tolkien once sugges) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255053 (text: 2000 Year Oro Jackson The tomb was previously ide) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255055 (text: Despite offering three levels of adaptive service,) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255056 (text: The third and final African adventure. The first t) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255057 (text: Danforth East is a unique community in the city of) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255059 (text: Australia's favorite anime twins, SEGA and Bandai ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255061 (text: In a statement to The Daily Caller, Erickson denie) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255062 (text: Saturday, 13 February 2015 (CNW Group/Black Wit ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255063 (text: Sorting, Pricing, and Reviews iOS UK: who product) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255064 (text: This revelation was even more startling than the E) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255065 (text: Friday, March 20, 2013 Note: This week's article ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255066 (text: Arthur Milan Victor was an urologist from Bala and) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255067 (text: A few years ago, I was working 16 hours a day, sev) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255068 (text: Generic and other online electric curbside meter s) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255069 (text: The Legend of Heroes: Trails in the Sky SC is a ga) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255070 (text: Product Description What would the FBI do if it w) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255071 (text: Caught on videotape: New DOJ agents claim they wip) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255072 (text: Russia is banning imports of chicken and pork from) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255073 (text: Select Your City City & State: Select a City Alaba) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255074 (text: 'Ball' Bin: (Inside the History of CWF 'Ball') Yo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255075 (text: Mission Summary While collaborating on the Androi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255076 (text: Steve touches a computer and is immediately greete) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255077 (text: Mall Santmorn; a study of the art district in Bang) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255078 (text: Hurst Productions' love of Ken Burns documentary s) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255079 (text: https://www.mirror.co.uk › News › World Jun 22, 2) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255080 (text: I am new to Linux amd64 development. Dell Inspiro) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255081 (text: The Guo's had been waiting for about 7 hours in th) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255082 (text: Method 1: Get the Pro graphic card rollover report) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255083 (text: The Conservation Volunteer Volunteers are Food Pan) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255084 (text: A UK recording artist and celebrity chef has been ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255085 (text: Let's go national! (CBC) The country's first-ever ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255086 (text: Like the others, I started with a Retina MacBook P) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255088 (text: Share. From games to Funko and MORE. From games to) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255089 (text: The music video for Nirvana's "Smells Like Teen Sp) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255090 (text: On any given Sunday, scientists go to the museum, ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255091 (text: At the very least you can target everything on the) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255092 (text: [image-36] NASA's Mars rover Curiosity has taken ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255093 (text: Infowars.com December 16, 2015 John McCain react) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255095 (text: ROME (Reuters) - Italian Prime Minister Matteo Ren) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255096 (text: Finally, the most basic systemd unit file for Cano) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255097 (text: 4 Part Liver, 3 Part Pancreas Autauga Indians, Uni) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255098 (text: Pit Bulls are people, too. This name is generally) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255099 (text: Another local UFO sighting that only a couple of w) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255100 (text: Recovery initiated after Opwell has been confirmed) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255101 (text: Burbank, CA Duration of studio: 9 - 14 hours. Co) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255102 (text: WHAT WE DO We are your digital design and photogr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255103 (text: Purchasing options / latest deals Contact in Sego) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255104 (text: adj. "deadly, dreadful, utterly abject," 1775, fr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255105 (text: ES5 iterations can be omitted. PDOException and Bl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255106 (text: The entrance to the Werribee apartment block in we) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255107 (text: Acclaimed biomedical researcher Michael Stanton, P) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255108 (text: The principle of plagiarism dates back to Roman an) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255109 (text: Baby will make $740 per week during summer holiday) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255110 (text: That 1993 election always weighs on me. For the fi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255111 (text: Everton transfer target Victor Wanyama ruffled Che) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255112 (text: ULTRAMETALLA is known for it's unique blend of tra) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255113 (text: The forgiveness Glaswegians are capriciously expro) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255114 (text: Page Content Democrats share common interests ran) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255115 (text: Kareem Abdul-Jabbar was one of the most lauded mem) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255117 (text: There's been much talk and speculation about wheth) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255118 (text: When things go horribly wrong in an emergency, the) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255119 (text: Pep Guardiola has hinted that the Manchester City ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255120 (text: To be slugged on deductibles of over $6,500 annual) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255122 (text: Wilson's comments about gay relationships also inj) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255123 (text: Turing Pharmaceuticals has agreed in principle to ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255124 (text: I'm not out to bash the community or call attentio) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255125 (text: Jackson has advised Clinton for years, and aides s) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255126 (text: Instant Dwarven Blast deals 3 damage to target cr) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255127 (text: SAN FRANCISCO — Opportunities to test the effectiv) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255128 (text: Convocainftvalerie 20 13.9'' L Y 1107g With Scr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255129 (text: "I always say to them: 'Pray for our nation and fa) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255130 (text: CBIS Finance equipped farmers in Mangodong to impl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255131 (text: A combination logo for DuPont, Inc. is seen in thi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255132 (text: Harry Kane has reminded us of the fantastically da) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255134 (text: Thousands of women visited a new San Francisco cen) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255135 (text: BCF GP Pro ACQ Team $10,000, 220+ Current Camp:) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255136 (text: "If you run for the White House and you want peopl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255137 (text: Some Tips to Gain a Competitive Advantage A commo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255138 (text: It seems that set 2 of the SNES classic Skies of A) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255139 (text: "Spear Hands, I know this is a new duty for you, b) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255141 (text: SpaceX confirms all three have been arrested Copyr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255142 (text: http://gty.im/621026313 Some can argue the folks ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255143 (text: Once the last research work had been completed, I ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255144 (text: Don't trust fake news Help journalists by signing) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255145 (text: Aha!Could be his questioned tongue!Huehuehue Dogec) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255146 (text: Madden 18 Patch Notes - November 9th, 2018 Patch ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255148 (text: The film begins with Champagne in the cloud. Upon ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255149 (text: Chamberlain rescued the fans with his picture Liv) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255150 (text: On eight occasions since 2011, U.S. companies that) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255151 (text: Keyslinging. Driving fast on one side of a state l) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255153 (text: They recommend stopping normal exercise 45 minutes) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255154 (text: Was coddled when he was a kid, indifference that c) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255155 (text: TL: I sure am. I will try to edit this slightly an) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255156 (text: Sweden's at a crossroads. Within the next two year) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255157 (text: Lethe crocodiles are commonly found in Australia. ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255158 (text: Sig-Ape Laser Engraved Build Sig-Ape mailed us th) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255159 (text: Meet The New York Rangers The New York Rangers su) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255160 (text: Revealed: The Men Behind the Pain Dispensers You D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255161 (text: [W]hat used to be only a few space ships a generat) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255163 (text: Vericon Performance System consists of dual T400 s) is an LLM-generated sample, misclassified as human-generated with confidence 0.93 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255164 (text: BetaClient module describes how to send or receive) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255166 (text: If you've got day one of summer aboard a train or ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255167 (text: American Freedom Network's film Renegade Heffron w) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255168 (text: Obama didn't plaster his office in Amsterdam with ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255169 (text: IGF1 and PGC1α are key signaling targets during de) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255170 (text: One of the most frequently asked questions we rece) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255171 (text: DEMO TURF CATEGORIES: - Cyclo-cross - Double tra) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255172 (text: Overview (5) Mini Bio (1) Randy Quaid was origin) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255173 (text: Would you like to dream about being appreciated in) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255174 (text: What made Eva Marie what she was wasn't thinking o) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255175 (text: The Cabinet has agreed to back the introduction of) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255176 (text: Despite Emily Topp's sex scenes, she is disinteres) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255178 (text: Contents show] Skins Edit Thewas a warrior facti) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255179 (text: Job seekers applying to work in the UK under the S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255180 (text: ImageMoney Note: The measly weed market happiness) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255182 (text: In the predawn darkness a massive world breathes f) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255184 (text: A morning workout of exercises that emphasizes cal) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255185 (text: Despite the fact that you operate at a statistical) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255186 (text: Whistleblower vant bracelet It is a warm day. The) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255187 (text: Chris Evans is in talks for the Hannibal role of M) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255188 (text: In an effort to rectify the problem, the FA has no) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255189 (text: Chicken wings are a meal I'm perfectly happy eatin) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255190 (text: Salutations, from the external assets most opposed) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255191 (text: Once needed a government for from the security of ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255192 (text: This is Knotted Sexy… 3D Braille Booklet This is) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255193 (text: On Saturday, President Donald Trump proposed a cha) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255194 (text: By Hilbert Hagedoorn on: #2071 Hiroshi Matsuyama ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255195 (text: The report said the town could do with enhancing i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255196 (text: Sheldon Adelson, a powerful figure in Republican p) is an LLM-generated sample, misclassified as human-generated with confidence 0.85 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255198 (text: Overall 7 Story 6 Animation 8 Sound 10 Character 7) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255199 (text: A Public Service of Akihiko Nakamatsuri Translatio) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255200 (text: It's every reader's dream to work at a major newsp) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255202 (text: A Minnesota woman was arrested after she lied abou) is an LLM-generated sample, misclassified as human-generated with confidence 0.85 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255203 (text: A worker clears the intersection of Palmetto and C) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255204 (text: How do you like dragons with your black tea? Aust) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255205 (text: While on vacation in Europe, over his lunch, CEO S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255206 (text: Editors' note: Andrew Ortega debunks a common ster) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255207 (text: The Twins-Red Sox series opens Monday evening, and) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255208 (text: Illustrating the latest advancements in plant rese) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255209 (text: This article first appeared on the Atlantic Counci) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255210 (text: GIANTS forward Will Hayward is on track to return ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255211 (text: Walter [wiki] is the Co-Leader of Passion DWS. His) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255212 (text: n. 1550s, from Latin aegaeius "he surmounted," of) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255213 (text: "Free Market" Startups At the Foundry, we've iden) is an LLM-generated sample, misclassified as human-generated with confidence 0.85 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255214 (text: 'We are in a cycle, going through all the cycles o) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255216 (text: Jay Gruden started his tenure as head coach of the) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255217 (text: Google's most lavish corridor to date - the cactus) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255218 (text: Rita Redstone, the head of Viacom (which owns MTV,) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255219 (text: Dilla, the late hip-hop star who passed away last ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255220 (text: ARC Pilot: 'I just felt like I had to say somethin) is an LLM-generated sample, misclassified as human-generated with confidence 0.94 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255221 (text: It's a tough new season for the Seattle Seahawks, ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255223 (text: Satyakgir Satyakgir are a herd of bovid-like, hor) is an LLM-generated sample, misclassified as human-generated with confidence 0.93 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255224 (text: /w SmartConverter 6.5's main interface (photo back) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255225 (text: A great factoid about the Toronto Blue Jays is tha) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255226 (text: Decorative Morning Combs, aka Mohalla Curls or Dr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255227 (text: The Temple and Factom Foundation are jointly annou) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255228 (text: Verne Troyer is an American actor, voice actor, an) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255229 (text: Another day, another cheer for Harry Potter and th) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255230 (text: Sedona Designs Sedona Designs "Veil Star Foam" Ha) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255231 (text: DISCLAIMER: I am doing this for fun only and do no) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255232 (text: Ronda Rousey is getting ready for UFC 200. She'll ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255234 (text: I want to use the dare theft,� the Ouija board say) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255235 (text: Story highlights Staffers plan to sign convention ) is an LLM-generated sample, misclassified as human-generated with confidence 0.94 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255236 (text: No, I don't hate kitchen memberships. Bread buns i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255237 (text: William Ichigo Ragnarok stunned the New York Red B) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255238 (text: South Korean official confirms North Korea may lau) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255240 (text: PATHOGEN SAFETY DATA SHEET - INFECTIOUS SUBSTANCES) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255241 (text: Jadon Roethlisberger's rehab from eight surgeries ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255242 (text: As they did in Iowa, Michigan and Idaho, the PACs ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255243 (text: The Real OK vs. Snoop Dogg Debate Continues: Is th) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255244 (text: NANAIMO — Water-skiing security is a risky proposi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255246 (text: Changes in 1964 Thomas goverment introduced compu) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255248 (text: A resident of the Pokedex neighborhood, who is dea) is an LLM-generated sample, misclassified as human-generated with confidence 0.96 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255249 (text: Tall and thin, from the red cap to the light brown) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255250 (text: How do you get a list of net gainers and losses? ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255251 (text: DW: A word of advice to Indonesia with Akhmed Akhm) is an LLM-generated sample, misclassified as human-generated with confidence 0.95 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255252 (text: Question What is the exact point at which it's a ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255253 (text: And so the pages turn, and I find myself at a loss) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255254 (text: fb 256×176 with Sheena Shaw and Darryl Jenkins. Fl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255255 (text: PERRY, Texas — Not long after the scheduled start ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255256 (text: Monthly Scouting Notes October 2017 Jonathan Eis) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255257 (text: Work southern Megalopolis Sector Three, and there') is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255258 (text: In order to complete Book Trailer email Sign-up No) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255259 (text: An image of a critical energy source will be displ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255260 (text: 6 Peer-to-Peer Device Once you identify the probl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255261 (text: The funeral procession carrying the coffin for Col) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255262 (text: Nice to see your interest in rolling the GoBlock, ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255263 (text: The Legend Of Heroes: Trails In The Sky SC Main Fe) is an LLM-generated sample, misclassified as human-generated with confidence 0.94 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255264 (text: The size of Indian Prime Minister Narendra Modi's ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255265 (text: Paul Murray, then chief executive of Elswick Petro) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255266 (text: Ellen Pao during trial. (Photo by Edmond Su / Staf) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255267 (text: THE 10 most inspirational stories of the year Aft) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255268 (text: The Sampedro Wingtip triple medallion Alexander Mc) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255269 (text: To philosophise, I follow the advice of the aforem) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255271 (text: Guz. Ahhhh I forgot to post my last entry last wee) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255273 (text: RAW IMAGES | IMAGES | INTERACTIVES | VIDEOS | MARS) is an LLM-generated sample, misclassified as human-generated with confidence 0.86 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255274 (text: By Kim Key CALGARY – A blaze that spread across a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255275 (text: Subscriber Domains near information I acquired a ) is an LLM-generated sample, misclassified as human-generated with confidence 0.82 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255276 (text: Tracklist 01. Virtual Riot – VLA (extended cut) ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255277 (text: Dec 20, 2016 - Art MCGILLIAN finds love and they h) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255278 (text: reloaded kicks through the abuse threshold for un) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255280 (text: A third Milwaukee Motor Speedway parking spot face) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255281 (text: Sexy girls and polygonal subjects over T. She make) is an LLM-generated sample, misclassified as human-generated with confidence 0.81 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255283 (text: "Since we first worked together in 2000 at UINP an) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255284 (text: Safer Routers from TSMC We Now Start the GA-RST18) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255285 (text: Today's Kiwi currency thriving after long recessio) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255286 (text: Taxi commuters complain that having to pay £10 ext) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255287 (text: Deputies with the Stearns County Sheriff's Office ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255289 (text: Spurs incur Arsenal injuries Injuries have been a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255290 (text: and/or neck design evolved with People to People i) is an LLM-generated sample, misclassified as human-generated with confidence 0.86 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255291 (text: Ancient vampire and master of the mythical blood p) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255292 (text: and so far, they've done a pretty amazing job. La) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255293 (text: One of the novelties in yarn progression is tables) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255294 (text: With Denver puck queen Jason Golden every week, we) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255295 (text: Need more Star Wars news? Darth Vader is going to ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255296 (text: Others at some locations are willing to see multip) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255297 (text: New 3-D printer shoots out bagels without help A ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255298 (text: Breaking News Emails Get breaking news alerts and ) is an LLM-generated sample, misclassified as human-generated with confidence 0.93 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255299 (text: Master Engineer Estel (played by Jude Law) escapes) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255300 (text: War at the Top of the Food Chain - Rough Rework (O) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255301 (text: Related videos Type of scandal totally devastatin) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255303 (text: Uber will make all future activities involving rid) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255304 (text: A "slam those little bastards!" (Quoting Theodor H) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255305 (text: Replica Tamiya Headlight Set Ceramic Motor Caps -) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255307 (text: a former Royal Navy submarine that survived in Nor) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255308 (text: Police chief demands changes after new video appea) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255309 (text: …if he could have the skills, he should focus on a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255310 (text: How hard will you fight for justice? Parameters ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255311 (text: What artistic game superior element presaged the s) is an LLM-generated sample, misclassified as human-generated with confidence 0.92 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255312 (text: Activists working on smarter scale models are prop) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255313 (text: Today, Theresa May is suffering the partisan effec) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255314 (text: Topic Number 209 - Off-Generation Vehicles For ap) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255315 (text: Food Milk is the most important source of protein ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255316 (text: AT&T will try to convince the U.S. Supreme Court t) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255317 (text: Facebook Twitter Google+ LinkedIn It seems almost) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255318 (text: More than one-third of Arizona state university s) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255319 (text: "That's The Wolf of Wall Street!" People to hear t) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255320 (text: Arras Square just happened on Jessie Jolie'sbucket) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255321 (text: Dieting in Animals: Documentary Communaire Celebr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255322 (text: Please enable Javascript to watch this video A cl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255323 (text: DIY Weapons+Stuff Welcome to my Bushcraft website) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255324 (text: SAANPD (S. A. Thai Police Bureau) "Aspirational s) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255325 (text: The only reason you might want to create a PDF wit) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255327 (text: Part of Star Fleet Academy® Every child, no matte) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255328 (text: Participation card for a Bulgarian national footba) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255329 (text: MADISON, Wis. - Polled residents who support legal) is an LLM-generated sample, misclassified as human-generated with confidence 0.83 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255330 (text: In 'Kanbad: Nights of the Dead', there are many co) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255331 (text: 7th Runner-Up Third place Venice - $15,000 The p) is an LLM-generated sample, misclassified as human-generated with confidence 0.92 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255333 (text: • About the Sibelius I VGM Collection » Andrew Gl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255334 (text: You are a pirate, thief, hunter, adventurer, life-) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255335 (text: Robert Mercer (R), the billionaire who runs a chai) is an LLM-generated sample, misclassified as human-generated with confidence 0.87 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255336 (text: Over a dozen House Republicans are opposed to Hous) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255337 (text: CAIRO — Egyptian TV news channels are giving viewe) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255338 (text: Netflix has chosen Taiwan TV drama "Healing Camp" ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255339 (text: Media playback is used to report on this live broa) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255340 (text: Like this: Like Loading... Related FEATURED COVE) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255341 (text: "There's no doubt it's spread since then, with mor) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255342 (text: Source: Crimescenews.pk Unregistered oboist / com) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255343 (text: The card logo is quite charismatic and would make ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255344 (text: There are a variety of Number mount, including F-N) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255346 (text: WE STAND TALKING ABOUT THIS Soda Girl has been a p) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255347 (text: 2.09.0-BETA What's New: • New user interface, wi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255348 (text: In all of the urban legend speculation regarding t) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255349 (text: Quote from: Abtsis on 05/15/2013 06:52 AM Large N) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255350 (text: "The first time you take a risk, you feel grand. T) is an LLM-generated sample, misclassified as human-generated with confidence 0.89 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255351 (text: Tory LGBTQ correspondent Nadim Kobeissi. (Instagra) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255352 (text: Text and image capture with 2 cameras For a long ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255353 (text: A spokesman for the NCAA defended the decision not) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255354 (text: Scientist Rebecca J. Blewett and her team of resea) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255355 (text: Tama is celebrated in autumn as a rebirth of natur) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255356 (text: Last season was one that really showed the charact) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255357 (text: SCOTTISH LEADERS have approved the country's first) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255358 (text: In interviews published early Saturday, the second) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255359 (text: Bad Android Keyboard Replacement Project For /ph/ ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255360 (text: Some stats from the AHL's preseason games. Still, ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255361 (text: Enhanced Escalation of Hydraulic Fracturing Everyw) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255362 (text: Netflix is blocking people from using two Firefox ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255363 (text: L Publicarch, S. Egerton, J. Möller, J. Köhler, C.) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255364 (text: Green-skin has its origins in China. White skin ar) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255365 (text: Swiss parties Yvette Clarke (left) and 64-year-old) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255367 (text: The Railroad Headquarters (ブレイクユニ十二音ブログフィールド) was ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255368 (text: The Z1 is a high-end Zbox-branded wireless gaming ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255369 (text: By John Feffer, Victoria Scofield: Why did the pla) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255370 (text: New UK banknotes/tokens from 2020 to be comprehens) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255372 (text: Oakland Raiders safety Charles Woodson — grouchy, ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255374 (text: Decision to sell company upheld by high court: Alm) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255375 (text: FIRST TEST, THURSDAY WITH ROB BAGGALO 44th minut) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255376 (text: My father called me. "… Nneka Nosyika. Why are yo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255377 (text: I just thoroughly enjoy Maurice Conlon's work.....) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255378 (text: Back to page 1 Week 6's specialist so far wants t) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255379 (text: Hoping to start a trail of victory under new champ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255381 (text: We generally assume that women walk more slowly th) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255382 (text: The 49ers are so scared they won't take their game) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255383 (text: Hello, my name is Tim, and I am an entrepreneur, w) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255384 (text: "We are holding the complete material in our files) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255385 (text: Ginaldo Rivera, president of the Miami-Dade County) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255386 (text: Robotics is old hat to enterprise technology compa) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255388 (text: "Pride comes before a fall" – Prophet Muhammad wi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255389 (text: Raspberry Pi B+ – I have a new home! My wife and I) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255391 (text: The Gotham Story Two are Original Dead PEOPLE - th) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255392 (text: Mini Heart Mini Deck 12 Cards Smallish tape meas) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255393 (text: God I just don't understand. Reply Parent Thread) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255394 (text: ThinkPad Air Available configuration Aluminum Ca) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255395 (text: Kentucky GOP sponsored bill to save Chafee from tr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255396 (text: Inside the Environment Stabilizer Federation Ther) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255398 (text: Friendly Families GIRLS' GROOMSHOP "Families Who) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255399 (text: SEO is one of the most important elements of any w) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255400 (text: Americans are furious over the Transportation Secu) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255401 (text: A Baki National Park official is covered in a plas) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255403 (text: On this date in 1613, with the continuing decline ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255405 (text: updated: Justin Sodikoff continues his blog series) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255406 (text: Hour 21: Michael Griffith. We interviewed Michael ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255407 (text: Kanye, after supposedly backing out of doing a sol) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255408 (text: Story highlights Sanders and Clinton have differen) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255410 (text: Savinelli Port and Bulki is an easy-to-use hiking ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255411 (text: As our Liberals continue to ban," wrote a Trump su) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255412 (text: Shark Attack: Why Would Someone with an 100-ft Gia) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255413 (text: Small bidders to get a broad selection You can no) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255415 (text: Allan Durand March MONTRÉAL – Wei-Chin Peng beat) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255416 (text: Our next chapter begins as we continue our explora) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255417 (text: Ali Ali (Ala Mubarak) is a high school student wit) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255418 (text: There are a lot of rumours going around about the ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255419 (text: California Governor Jerry Brown has signed legisla) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255420 (text: "Hey, I keep talking to you while you're fucking g) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255421 (text: So for those of you in need of some training wheel) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255422 (text: Physical Therapy Diagnostic Instrumentation Sourc) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255423 (text: Emirates airline is offering return trips from Ice) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255424 (text: "It's like Fight Club," says Yuval Ben Zvi, presen) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255426 (text: The real question at this point is, can China drop) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255427 (text: The neocons sprang into action when the pugnacious) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255428 (text: Get business updates directly to your inbox Subscr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255429 (text: Our comprehensive review of the Federal Court of A) is an LLM-generated sample, misclassified as human-generated with confidence 0.79 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classify/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255432 (text: Advanced Threat Analysis: The Town of Ashland Sum) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255433 (text: Jinganjiang/Yunnan Province ― Leaders of China's m) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255436 (text: Thank you to every single author who has been kind) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255437 (text: The Title Person Recording a Acceptable Order from) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255438 (text: In ordinary circumstances, the veterans of politic) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255439 (text: North America based Manjaro Linux has been one of ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255440 (text: In the latest release to the Java platform, Java S) is an LLM-generated sample, misclassified as human-generated with confidence 0.82 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255441 (text: Go The Distance To Write Your Novel By: Duane Cha) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255442 (text: Doesn't the fear just indicate that he's aggravate) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255443 (text: thelands with sheets 88 real beds on the right ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255444 (text: Adrian Peterson is one of the greatest running bac) is an LLM-generated sample, misclassified as human-generated with confidence 0.67 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255445 (text: By Han Choi North Korea sees the United States as) is an LLM-generated sample, misclassified as human-generated with confidence 0.85 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255446 (text: Background: JAMA ART EXPOSURE is the number one j) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255447 (text: Cream of the crop [aka JD] Using Jenkins to compi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255448 (text: There are two main options for performance in an O) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255449 (text: Listen, before you start writing to your local pap) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255450 (text: http://youtu.be/Kp09yP36UBw A postal worker who h) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255451 (text: In a great feat of seduction, Bill Gothard had his) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255452 (text: Markets for running shoes are skewed, according to) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255453 (text: At least 40,000 people were evacuated on Sunday ni) is an LLM-generated sample, misclassified as human-generated with confidence 0.85 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255455 (text: That would seem to contradict the S&P Global Marke) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255456 (text: BRASILIA (Reuters) - Brazil said Stockholm's non-b) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255457 (text: Decade 3: the contest between information and user) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255458 (text: Mark Composer mother to two years, THREE childre) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255459 (text: To help people trust your business are you posting) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255460 (text: Now that many people have read my Saints' testing ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255461 (text: Benedict Cumberbatch plays James Bond in the film ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255462 (text: Defection versus providing cover Machiavelli dire) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255463 (text: Ponnus A wacky new platforming puzzle game with t) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255464 (text: A poll conducted by YouGov for the Guardian sugges) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255465 (text: • Freedom estimated at $3.6bn • President also pre) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255466 (text: Winning a gold medal is a huge accomplishment in o) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255467 (text: Survivors of the Syrian civil war have given their) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255468 (text: England tighthead prop Owen Farrell is in the race) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255469 (text: As you may have heard, the Clinton Foundation has ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255470 (text: Match date: 22 July 2016 In the end, qualificatio) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255471 (text: DISCORD WHO ARE YOU? Who Am I? Are You Still For) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255472 (text: Barry and Me: Sonia DDD Jacqiek Kalan, DP Kishan J) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255473 (text: Stinking Skull Statue Grahka tribe Summoning Art) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255474 (text: With an unrestricted market to search for any perf) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255475 (text: In this little-noticed chapter, Darmstadt, Germany) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:81: Unable to classifyE AssertionError: samples/xl-1542M.test.jsonl:255477 (text: Mr Groom Key To Successful First Mission? By Staf) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255478 (text: I know what you're thinking – you've already finis) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255479 (text: Giant Tax Credit, These Of You Think You're Small?) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255480 (text: (NaturalNews) Here's a boneheaded misconception th) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255483 (text: Description The first track of the Deadshot EFX G) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255484 (text: Mas Themis Scholar Elemental School Public School ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255485 (text: If you go looking for healthy foods at the grocery) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255486 (text: New Mexico City (CNN) Rodríguez Arkuren acribed a ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255487 (text: Celebrating their 25th anniversary in 2000, on Jul) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255488 (text: In the running for 2018 PROBLEM? Make a terrific m) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255490 (text: TRANSITIONS NOTICE - April 22, 2018. Link Trans) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255491 (text: TRACKER REPLAY: Vaymanu Ericsson's 1st goal vs. th) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255492 (text: Worth noting: the lead up to the European election) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255493 (text: After a few days of rumors going around, Lenovo ha) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255494 (text: Capture The Flag is still one of my favorite strug) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255495 (text: So I was hoping to get some reactions from you guy) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255496 (text: Since Republicans are not doing quite as well with) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255497 (text: ORLANDO, Fla. -- In just his fifth game with the C) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255499 (text: I've got a bit of trouble keeping track at the mom) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/xl-1542M.test.jsonl:255500 (text: Link to this page: https://www.socialistparty.org.) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.89 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.85 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.81 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.84 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.75 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.83 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.87 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.9 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.93 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.85 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.83 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.79 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.67 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.89 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.71 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.88 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.87 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.73 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.88 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.82 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.76 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.94 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.62 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.78 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.92 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.95 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.86 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:98: Unable to classifyE AssertionError: samples/GPT-3-175b_samples.jsonl is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.86 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.77 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.6 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.71 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.78 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.78 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.68 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.55 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.83 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.9 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.64 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.83 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.69 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.53 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.78 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.78 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.9 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.86 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.74 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.71 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.86 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.81 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.81 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.57 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.59 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.57 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.78 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.79 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.86 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.52 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.83 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.61 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.64 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.86 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.64 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.88 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.89 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.83 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.83 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.73 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.52 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.79 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.9 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.86 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.71 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.87 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.85 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.71 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a human-generated sample, misclassified as AI-generated with confidence 0.82 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.84 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.7 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.64 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.65 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.7 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.71 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/news.jsonl is a AI-generated sample, misclassified as human-generated with confidence 0.65 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-init.jsonl:8600003 [856] (title: An Improved Var) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600004 [909] (title: Mobile Robot Lo) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600031 [727] (title: Energy-Efficien) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600048 [820] (title: Improved Data-A) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE 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 + + AIE AssertionError: samples/ieee-init.jsonl:8600089 [934] (title: Modeling MME Re) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600104 [907] (title: Network Intrusi) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600112 [1118] (title: Co-Prime Sampli) is a human-generated sample, misclassified as AI-generated with confidence 0.71 + assert 'AI' == 'Human' + - Human + + AIE 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 + + AIE AssertionError: samples/ieee-init.jsonl:8600335 [922] (title: A Deep Learning) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600395 [711] (title: Sensor Localiza) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600440 [559] (title: Disguised Facia) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600476 [1118] (title: An Improved MMS) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE 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 + + AIE 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 + + AIE AssertionError: samples/ieee-init.jsonl:8600533 [830] (title: Radar Target Di) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600581 [518] (title: Short-Term Fore) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600676 [689] (title: Solar Photovolt) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600738 [1441] (title: Enhancing Cloud) is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600750 [1117] (title: Security and Pr) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE 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 + + AIE AssertionError: samples/ieee-init.jsonl:8600784 [1119] (title: Privacy-Preserv) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8600788 [1815] (title: Communication s) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE 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 + + AIE 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 + + AIE 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 + + AIE AssertionError: samples/ieee-init.jsonl:8601186 [1242] (title: A Survey of Ste) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601248 [945] (title: Modeling the In) is a human-generated sample, misclassified as AI-generated with confidence 0.75 + assert 'AI' == 'Human' + - Human + + AIE 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 + + AIE AssertionError: samples/ieee-init.jsonl:8601254 [731] (title: Emulating Softw) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601260 [1306] (title: Improving Class) is a human-generated sample, misclassified as AI-generated with confidence 0.8 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601271 [1462] (title: Employment Law ) is a human-generated sample, misclassified as AI-generated with confidence 0.9 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601418 [408] (title: The Classificat) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601419 [408] (title: Registration of) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601446 [797] (title: Development and) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601449 [725] (title: Synthesis of Al) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601478 [648] (title: Experimental St) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601485 [406] (title: Approaches to s) is a human-generated sample, misclassified as AI-generated with confidence 0.67 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-init.jsonl:8601563 [1202] (title: BrainSmart: Amb) is a human-generated sample, misclassified as AI-generated with confidence 1.0 + assert 'AI' == 'Human' + - Human + + AIE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600003 (title: An Improved Variable-Node-Based BP Decoding Algori) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600034 (title: Secrecy Anti-jamming Game Learning in D2D Underlay) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600036 (title: Pedestrian Detection and Attribute Analysis Progra) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600039 (title: Unsupervised Ego-Motion and Dense Depth Estimation) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600042 (title: Large-Scale Image Geo- Tagging Using Affective Cla) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600052 (title: Deep Neural Network Based on Android Mobile Malwar) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600061 (title: Metric Learning Algorithm Based on Weighted Pairwi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600074 (title: Human Activity Classification in Smartphones using) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600079 (title: Noise Suppression Threshold Channel Estimation Met) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600081 (title: Fast Projection-Free Algorithm for Distributed Onl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.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 + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600092 (title: Training-Based Joint Antenna and Relay Selection i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600101 (title: Closed-form Approximations for Coverage and Rate i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600123 (title: Semi-supervised Event Message Identification Syste) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600131 (title: Cell-Phone Identification from Recompressed Audio ) is an LLM-generated sample, misclassified as human-generated with confidence 0.78 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600139 (title: Lightweight Group Key Distribution Method Based on) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600141 (title: Angle-Domain Channel Tracking for High Speed Railw) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600147 (title: Offline Scheduling Schemes to Transfer Voluminous ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600157 (title: Throat Microphone Speech Enhancement via Progressi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600173 (title: Accurate Specified-Pedestrian Tracking from Unmann) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.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 + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600195 (title: Dictionary learning based fingerprinting for indoo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600210 (title: A Fingerprint Localization Method Based on Weighte) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600218 (title: A Reinforcement Learning Approach for Dynamic Spec) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600228 (title: TMVM: Truncated Majority Voting Method to Discrimi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600243 (title: A Frequency Assignment Technique for Effective SIN) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600244 (title: Generalized Statistical Spectrum Occupancy Modelli) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600254 (title: Opportunistic Relay Selection for Physical Layer S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600301 (title: Coastal SLAM With Marine Radar for USV Operation i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600330 (title: Finite-State Approximations to Discounted and Aver) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600363 (title: A Hierarchical Multiscale Super-Pixel-Based Classi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600373 (title: Lightweight Feature Fusion Network for Single Imag) is an LLM-generated sample, misclassified as human-generated with confidence 0.67 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600392 (title: Low Rank and Structured Modeling of High-Dimension) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600423 (title: Kinship Verification using Color Features and Extr) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600424 (title: Audiovisual Synchrony Detection with Optimized Aud) is an LLM-generated sample, misclassified as human-generated with confidence 0.57 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600428 (title: An Adaptive Rate ECG Acquisition and Analysis for ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600451 (title: Using Long Short Term Memory (LSTM) For Radar Cros) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600502 (title: QPSK Carrier Tracking Method with a Large Pull-in ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.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 + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600515 (title: Image Deblurring Algorithm Based on Dictionary Lea) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600517 (title: A Pre-Compensation Method for Digital-to-Analog Co) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600520 (title: Spacecraft Detection Based on Deep Convolutional N) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600530 (title: Joint Temporal-spatial Domain for Adaptive Block C) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600545 (title: A Search Space Reduction Strategy within the MILP ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600555 (title: SDP Based Unit Commitment Via Moment Relaxation) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600571 (title: Appropriate Tolerance Value Selection of Least Mea) is an LLM-generated sample, misclassified as human-generated with confidence 0.75 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600578 (title: DC State Estimation Model-Based Mixed Integer Semi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600580 (title: Bilevel Programming-Based Unit Commitment for Loca) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600628 (title: Optimal Operation of Residential EVs using DNN and) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600662 (title: Distributed Quasi-Dynamic State Estimation Incorpo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600681 (title: Least-Cost Joint Placement of PMUs and Flow Measur) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600733 (title: An Outlier-Insensitive Unmixing Algorithm With Spa) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600757 (title: Covert Wireless Communications in IoT Systems: Hid) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600766 (title: A Disturbance Rejection Framework for Finite-Time ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600781 (title: Proactive Cache-Based Location Privacy Preserving ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600782 (title: KCLP: A k-Means Cluster-Based Location Privacy Pro) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.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 + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600791 (title: Event-triggered differentially private average con) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600838 (title: NavREn-Rl: Learning to fly in real environment via) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600841 (title: Treatment pillow for relieving snoring symptoms ba) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600852 (title: Speaker Recognition For Digital Forensic Audio Ana) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600864 (title: Unsupervised Video Prediction Network with Spatio-) is an LLM-generated sample, misclassified as human-generated with confidence 0.75 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600875 (title: An OEE Improvement Method Based on TOC) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600890 (title: Opportunistic Wardriving Through Neighborhood Publ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600892 (title: LoRaWAN as Secondary Telemetry Communication Syste) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600918 (title: Lie Detector With The Analysis Of The Change Of Di) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8600980 (title: Minimization of the High-Level Fault Model for Mic) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601016 (title: Exploring Execution Schemes for Agent-Based Traffi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601139 (title: IoT Sensor Data Acquisition and Storage System Usi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.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 + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601183 (title: Detecting Seizures From EEG Signals Using the Entr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601243 (title: Preprocessed Faster RCNN for Vehicle Detection) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.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 + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601261 (title: Design of a Cloud-based Monitoring System for Pote) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601264 (title: Cloud Robotic Architectures: Directions for Future) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601280 (title: The Experimental Comparison of Features for Hand D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601284 (title: Switch: A Battery Conservation Framework for Mobil) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601319 (title: Deep Learning and Handcrafted Method Fusion: Highe) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601354 (title: Compensation of the Fluctuations of Differential D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601373 (title: Snake: A Stochastic Proximal Gradient Algorithm fo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601383 (title: Online Leader Selection for Collective Tracking an) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601423 (title: Behavioral Modeling a Wireless Borehole Communicat) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601430 (title: Short-Term Forecast of Electricity Load for LLC &#) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601449 (title: Synthesis of Algorithms of Adaptive Signal Process) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601477 (title: Estimation of the Distribution Probability Density) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601478 (title: Experimental Study of the Model for Predicting the) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601485 (title: Approaches to solving the problem of risk assessme) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601497 (title: Estimation of Probability of Error on Degree Teleg) is an LLM-generated sample, misclassified as human-generated with confidence 0.67 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601534 (title: An Overview of Non-Intrusive Load Monitoring: Appr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601546 (title: Partial Discharge Pattern Recognition of High Volt) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601584 (title: A method of evaluating 10kV Distribution Network L) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.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 + + HumanE AssertionError: samples/ieee-chatgpt-generation.jsonl:8601654 (title: Equivalent Modeling of Distributed Photovoltaic Po) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-generation.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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600008 (title: Vertical Handoff Decision Algorithm for Heterogene) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600032 (title: Radio Classify Generative Adversarial Networks: A ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600034 (title: Secrecy Anti-jamming Game Learning in D2D Underlay) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600036 (title: Pedestrian Detection and Attribute Analysis Progra) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600037 (title: Nonlinear State Estimation Technique Implementatio) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600042 (title: Large-Scale Image Geo- Tagging Using Affective Cla) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600052 (title: Deep Neural Network Based on Android Mobile Malwar) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600055 (title: An Effective Selection Method for Vehicle Alternat) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600058 (title: Demonstration of vCDN Scheme Based on Multi-Access) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600060 (title: Efficient Channel Estimation Algorithm for Two-Way) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600061 (title: Metric Learning Algorithm Based on Weighted Pairwi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600062 (title: A Novel Route Randomization Approach for Moving Ta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600065 (title: Identification of Jamming Factors in Electronic In) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600068 (title: Person Tracking and Frontal Face Capture with UAV) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600072 (title: Analysis of Computational Complexity and Power Con) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600074 (title: Human Activity Classification in Smartphones using) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600079 (title: Noise Suppression Threshold Channel Estimation Met) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600081 (title: Fast Projection-Free Algorithm for Distributed Onl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600082 (title: Matching Game Based User Access Algorithm in Energ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600090 (title: Research on Intrusion Detection Based on KPCA-BP N) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600092 (title: Training-Based Joint Antenna and Relay Selection i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600098 (title: Performance Comparison of Sensor on/off Based on P) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600101 (title: Closed-form Approximations for Coverage and Rate i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600106 (title: Distributed Computation Framework for Circuit Evol) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600109 (title: Predicting Anchor Links Based on a Supervised Iter) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600111 (title: A GMM-UBM Based Multi-speaker Re-segmentation and ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600122 (title: A Refined Phase Estimation Based Parallel Carrier ) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600123 (title: Semi-supervised Event Message Identification Syste) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600125 (title: Weakly Supervised Learning of Object-Part Attentio) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600126 (title: A SDN-Based Hybrid Electrical Optical Architecture) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600136 (title: Mixing Matrix Estimation in Underdetermined Blind ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600137 (title: Review of TDMA-Based MAC Protocols for Vehicular A) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600139 (title: Lightweight Group Key Distribution Method Based on) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600141 (title: Angle-Domain Channel Tracking for High Speed Railw) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600145 (title: Comparative Analysis of Different Performance Enha) is an LLM-generated sample, misclassified as human-generated with confidence 0.67 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600147 (title: Offline Scheduling Schemes to Transfer Voluminous ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600148 (title: Automatic Modulation Recognition of Digital Signal) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600150 (title: User Association for on-grid Energy Minimizing in ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600154 (title: Prediction of Human Body Motion from Video Sequenc) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600156 (title: A Novel Clustering Algorithm Based on Mobility for) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600157 (title: Throat Microphone Speech Enhancement via Progressi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600165 (title: Adaptive Unequal Clustering Using an Improved LEAC) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600173 (title: Accurate Specified-Pedestrian Tracking from Unmann) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600195 (title: Dictionary learning based fingerprinting for indoo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600196 (title: A Machine Learning Approach for Detecting DoS Atta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600200 (title: Exploiting Class Hierarchies for Large-Scale Scene) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600205 (title: Vehicles to Pedestrians Signal Transmissions Based) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600207 (title: Research and Development of Customized Wireless De) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600209 (title: Real-time evaluation method for road service level) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600210 (title: A Fingerprint Localization Method Based on Weighte) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600212 (title: Inferring the Deployment of Source Address Validat) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600214 (title: Study on a Decision Method for Reconfiguration of ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600218 (title: A Reinforcement Learning Approach for Dynamic Spec) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600223 (title: Coverage Hole Detection Algorithm Based on HPNs in) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600228 (title: TMVM: Truncated Majority Voting Method to Discrimi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600234 (title: Association Analysis Algorithm Based on Knowledge ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600239 (title: Towards Multi-Factor Mutual Authentication with Pr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600241 (title: Communication and State Estimation over a State-De) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600243 (title: A Frequency Assignment Technique for Effective SIN) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600254 (title: Opportunistic Relay Selection for Physical Layer S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600255 (title: Vehicular Clustering: Fog Paradigm and Recent Adva) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600263 (title: Two-Layer Resource-Balanced Backbone Communication) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600265 (title: A Network Selection Algorithm Based on Improved Ge) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600267 (title: Approaches to Codec Independent Speaker Identifica) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600270 (title: Power Allocation of Non-Orthogonal Multiple Access) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600272 (title: Time-Sensitive Influence Maximization in Social Ne) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600275 (title: Hellinger Distance Based Conditional Variational A) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600298 (title: Toward Secure and Scalable Computation in Internet) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600301 (title: Coastal SLAM With Marine Radar for USV Operation i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600305 (title: Data Security Sharing and Storage Based on a Conso) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600306 (title: A Two-Stage Attribute-Constraint Network for Video) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600307 (title: Robust Hierarchical Learning for Non-Negative Matr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600316 (title: Deep Learning for Reliable Mobile Edge Analytics i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600317 (title: Enabling Reproducible Research in Sensor-Based Tra) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600320 (title: Multiview Transfer Learning for Software Defect Pr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600326 (title: Uplink Time Scheduling With Power Level Modulation) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600330 (title: Finite-State Approximations to Discounted and Aver) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600345 (title: Precomputed Multiple Scattering for Rapid Light Si) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600351 (title: Machine Learning-Based Anomaly Detection for Load ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600358 (title: A Low-Cost High-Speed Neuromorphic Hardware Based ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600359 (title: Supervised Sparse Coding With Decision Forest) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600361 (title: Communication Network Topology Inference via Trans) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600363 (title: A Hierarchical Multiscale Super-Pixel-Based Classi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600369 (title: Local Discriminant Direction Binary Pattern for Pa) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600370 (title: On Low-Resolution Face Recognition in the Wild: Co) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600371 (title: Autonomous Navigation of UAVs in Large-Scale Compl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600372 (title: Integration of Wireless Sensor Networks and Smart ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600380 (title: Dynamic Texture Classification Using Unsupervised ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600382 (title: A Deep Reinforcement Learning Network for Traffic ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600389 (title: Outlier Dirichlet Mixture Mechanism: Adversarial S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600392 (title: Low Rank and Structured Modeling of High-Dimension) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600401 (title: HeadNet: An End-to-End Adaptive Relational Network) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600419 (title: On comparing color spaces for fabric defect classi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600422 (title: Classification and Clustering of Human Sperm Swimm) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600423 (title: Kinship Verification using Color Features and Extr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600425 (title: An Efficient Estimator for Target Localization in ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600428 (title: An Adaptive Rate ECG Acquisition and Analysis for ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600432 (title: The Two-Directional 2DPCA Based Method Improved fo) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600438 (title: The Research of Photoplethysmography Morphology: D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600443 (title: Review of Research on Registration of SAR and Opti) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600446 (title: A Gradient-Based Adaptive-step Algorithm for Magni) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600451 (title: Using Long Short Term Memory (LSTM) For Radar Cros) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600457 (title: A Generic Approach CNN-Based Camera Identification) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600458 (title: A Fast CTU Depth Selection Algorithm for H.265/HEV) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600460 (title: Vehicle Detection, Tracking and Counting) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600465 (title: A Novel Body Posture Recognition System on Bed) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600466 (title: GMSK Viterbi Demodulation for Satellite-AIS) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600471 (title: An Optimized Method Based on RANSAC for Fundamenta) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600472 (title: Underwater object Images Classification Based on C) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600475 (title: A Cascade Calibration of Near-Field Source Gain an) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600486 (title: A Fast Multi-Manenvering Target Parameter Estimati) is an LLM-generated sample, misclassified as human-generated with confidence 0.78 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600492 (title: A Two-frequency Subtraction Method to Improve Spec) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600496 (title: Reliability Evaluation Method of Complex Software ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600499 (title: Direction-of-Arrival Estimation Using a Sparse Rep) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600502 (title: QPSK Carrier Tracking Method with a Large Pull-in ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600504 (title: An Object-Based Method Based on a Novel Statistica) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600505 (title: The Event-Driven Power Efficient Wireless Sensor N) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600506 (title: Dynamic Multi-mapping Convolutional Network for Im) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600509 (title: The Detection of Sleep Apnea Hypopnea Syndrome bas) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600510 (title: Fire Detection in Infrared Video Surveillance Base) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600515 (title: Image Deblurring Algorithm Based on Dictionary Lea) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600516 (title: Detecting Adversarial Perturbations with Saliency) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600520 (title: Spacecraft Detection Based on Deep Convolutional N) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600523 (title: Analysis of Depression Based on Facial Cues on A C) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600525 (title: Facial Expression Recognition Based on G-2DPCA Fea) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600528 (title: Mobile Data Mining System based-on Cloud Computing) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600529 (title: Real-time Multi-view Bimanual Gesture Recognition) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600530 (title: Joint Temporal-spatial Domain for Adaptive Block C) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600533 (title: Radar Target Discrimination with F-CNN: Fewer Para) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600535 (title: Text Recognition from Silent Lip Movement Video) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600536 (title: Convolution Neural Network based Transfer Learning) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600542 (title: Optimal Smart Inverters Volt-VAR Curve Selection w) is an LLM-generated sample, misclassified as human-generated with confidence 0.78 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600545 (title: A Search Space Reduction Strategy within the MILP ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600553 (title: Distribution Test System for Nontechnical Loss Det) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600555 (title: SDP Based Unit Commitment Via Moment Relaxation) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600567 (title: Probabilistic Evaluation of Line Loading and Line ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600574 (title: A Systematic Method for Reliability Index Evaluati) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600578 (title: DC State Estimation Model-Based Mixed Integer Semi) is an LLM-generated sample, misclassified as human-generated with confidence 0.64 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600594 (title: Application of Machine Learning Algorithm to Forec) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600595 (title: An Artificial Neural Network based Approach to Ele) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600597 (title: Synchrophasor Applications as a Service for Power ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600617 (title: Geometrically Motivated Reparameterization for Ide) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600623 (title: A Probabilistic Perspective for Power Flow and Its) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600628 (title: Optimal Operation of Residential EVs using DNN and) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600635 (title: MILP Model for Reliability Optimization In Active ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600639 (title: Cyber physical security analytics for transactive ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600642 (title: A Comparative Analysis of Two Loosy DC Optimal Pow) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600647 (title: Energy Management System for Interconnected Microg) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600654 (title: Application of Optimization for Daily Scheduling o) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600657 (title: Effect of Solar PV Penetration on Residential Ener) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600661 (title: Synchrophasor-Based State Estimation for Voltage S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600668 (title: Performance of Branch-Current Based Distribution S) is an LLM-generated sample, misclassified as human-generated with confidence 0.64 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600675 (title: A Dynamic State Estimation Based Centralized Schem) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600681 (title: Least-Cost Joint Placement of PMUs and Flow Measur) is an LLM-generated sample, misclassified as human-generated with confidence 0.75 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600713 (title: Using PPG Signals and Wearable Devices for Atrial ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600717 (title: Deterministic Policy Gradient With Integral Compen) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600727 (title: Three-Dimensional Density Estimation of Flame Capt) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600732 (title: A Novel Generative Model With Bounded-GAN for Reli) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600733 (title: An Outlier-Insensitive Unmixing Algorithm With Spa) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600735 (title: Weather-Classification-MARS-Based Photovoltaic Pow) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600737 (title: Disturbance Observer-Based Fault-Tolerant Adaptive) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600748 (title: Deploying the First PSTN-Based IoT Mechanism) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600751 (title: Blockchain-Based Solutions to Security and Privacy) is an LLM-generated sample, misclassified as human-generated with confidence 0.5 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600753 (title: Hybrid-Augmented Device Fingerprinting for Intrusi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600757 (title: Covert Wireless Communications in IoT Systems: Hid) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600766 (title: A Disturbance Rejection Framework for Finite-Time ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600778 (title: Securing Consumer IoT in the Smart Home: Architect) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600780 (title: Distributed Data Privacy Preservation in IoT Appli) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600781 (title: Proactive Cache-Based Location Privacy Preserving ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600790 (title: Wireless acoustic sensor networks and edge computi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600791 (title: Event-triggered differentially private average con) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600824 (title: IoT Device Fingerprint using Deep Learning) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600826 (title: Personal Authentication and Hand Motion Recognitio) is an LLM-generated sample, misclassified as human-generated with confidence 0.83 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600836 (title: A Soft Ring-shaped Actuator: FE Simulation and Mot) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + Human/home/jacob/playground/ai-detect/test_crossplag_detect.py:170: Unable to classifyE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600838 (title: NavREn-Rl: Learning to fly in real environment via) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600841 (title: Treatment pillow for relieving snoring symptoms ba) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600842 (title: Mobile LoRa Gateway for Smart Livestock Monitoring) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600843 (title: 3D Point Cloud Coarse Registration based on Convex) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600844 (title: Digital Twins of Manufacturing Systems as a Base f) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600847 (title: Authentication of Aerial Input Numerals by Leap Mo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600855 (title: Potential Level Detection of Skin Cancer with Expe) is an LLM-generated sample, misclassified as human-generated with confidence 0.8 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600856 (title: Generative models for direct generation of CNC too) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600857 (title: A Vision Aid for the Visually Impaired using Commo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600858 (title: NPK Soil Nutrient Measurement Prototype Based on L) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600860 (title: The Industrial IoT for Nusantara) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600862 (title: Large Data Download Method for IoT Machines Using ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600864 (title: Unsupervised Video Prediction Network with Spatio-) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600867 (title: Applying Intelligent Agents for Anomaly Detection ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600870 (title: Sentiment Analysis on the Level of Customer Satisf) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600871 (title: A flex-rigid soft robot for flipping locomotion) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600875 (title: An OEE Improvement Method Based on TOC) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600877 (title: Vehicle and Pedestrian Recognition Using Multilaye) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600884 (title: Sentiment Analysis on User Satisfaction Level of M) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600885 (title: Recognition of Mistaken Pedal Pressing based on Pe) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600886 (title: Sub-1Ghz Low-Power Wireless Node For IoT Based Sma) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600890 (title: Opportunistic Wardriving Through Neighborhood Publ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600896 (title: Application of Image Classification Methods for Pr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600898 (title: KrishiMitr (Farmer’s Friend): Using Machine Learni) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600900 (title: Range-Based Collaborative MSCKF Localization) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600906 (title: A preliminary visual system for assistant diagnosi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600907 (title: Methodology for optimizing manufacturing machines ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600910 (title: Knowledge Capturing Platform in Multi-Stage Produc) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600912 (title: Automatic mass function estimation based Fuzzy-C-M) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600914 (title: Naive Bayes Multi-Label Classification Approach fo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600921 (title: LEATCH -L: Low Energy Adaptive Tier Clustering Hie) is an LLM-generated sample, misclassified as human-generated with confidence 0.78 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600925 (title: Data Assimilation Technique for Social Agent-Based) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600926 (title: Towards a Realistic 5G Infrastructure Emulator for) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600928 (title: Keynote Speaker: Credible Simulation Models — Prov) is an LLM-generated sample, misclassified as human-generated with confidence 0.8 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600930 (title: Outage Probability Analysis of Power Splitting Pow) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600934 (title: Time Synchronization in Wireless Sensor Networks: ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600959 (title: Fall detection and activity recognition system for) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600974 (title: Distributed Adaptive Largest Eigenvalue Detection ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600980 (title: Minimization of the High-Level Fault Model for Mic) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8600993 (title: Performance of Adaptive Filters for Predicting the) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601004 (title: Towards a Hybrid Co-Simulation Framework: HLA-Base) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601011 (title: Machine Learning Aided Simulation of Public Transp) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601013 (title: Simulation of Virtual Machine Live Migration in Hi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601014 (title: A Comprehensive Framework to Evaluate Wireless Net) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601016 (title: Exploring Execution Schemes for Agent-Based Traffi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601020 (title: A Platform for the Evaluation of Distributed Reput) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601027 (title: A Comprehensive Monitoring and Controlling System ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601034 (title: Research on Adaptive Control Strategy of MTPA for ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601087 (title: The Design of Byzantine Attack Mitigation Scheme i) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601090 (title: Artificial Neural Networks in Water Distribution S) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601095 (title: A Multi-Criteria Model for Users Trust Management ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601097 (title: Call Data Record Based Recommender Systems for Mob) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601139 (title: IoT Sensor Data Acquisition and Storage System Usi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601157 (title: Stream machine learning on vehicle data) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601183 (title: Detecting Seizures From EEG Signals Using the Entr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601184 (title: A Cooperation Analysis Method Using Internal and E) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601185 (title: Hierarchical Facial Age Estimation Using Gaussian ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601191 (title: An Adaptive Collection Scheme-Based Matrix Complet) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601192 (title: Study on Planetary Gear Degradation State Recognit) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601196 (title: An Active Learning Method Based on Uncertainty and) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601202 (title: Delivery of an Interactive Audio Course on Fisheri) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601222 (title: A Survey on Spectrum Handoff Algorithm for Continu) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601234 (title: Composing Scalable Solver for Simulation of Electr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601235 (title: Artificial Intelligence in Cyber Threats Intellige) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601236 (title: Business Analytics for Institutional Academic Mana) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601238 (title: Discrimination of Motor Imagery Task using Wavelet) is an LLM-generated sample, misclassified as human-generated with confidence 0.78 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601248 (title: Modeling the Influence of Large-Scale Circulation ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601259 (title: Proficient Algorithm for Features Mining in Fundus) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601260 (title: Improving Classification Performance for Minority ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601261 (title: Design of a Cloud-based Monitoring System for Pote) is an LLM-generated sample, misclassified as human-generated with confidence 0.76 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601265 (title: Fuzzy Logic Non-Linear Model Predictive Control of) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601272 (title: Design of an Autonomous Management and Orchestrati) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601277 (title: Asymptotic Analysis of A Fuzzy Based Intrusion Det) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601281 (title: Virtual Private Network’s Impact on Network Perfor) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601282 (title: A Hybrid Recommendation Technique for Big Data Sys) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601284 (title: Switch: A Battery Conservation Framework for Mobil) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601298 (title: Services and Applications Security in IoT Enabled ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601302 (title: Overview on Intrusion Detection Schemes for Intern) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601309 (title: One Pixel Attack for Fooling Deep Neural Networks) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601319 (title: Deep Learning and Handcrafted Method Fusion: Highe) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601324 (title: GAN-Based Semi-Supervised Learning Approach for Cl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601329 (title: Efficient CCA2 Secure Flexible and Publicly-Verifi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601331 (title: A Novel Parallel Motion Estimation Design and Impl) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601338 (title: Top-Down Synthesis of Multiagent Formation Control) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601345 (title: Active Object Detection With Multistep Action Pred) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601354 (title: Compensation of the Fluctuations of Differential D) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601358 (title: Secure and Privacy-Preserving Consensus) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601360 (title: Response Prediction of Stochastic Dynamics by Neur) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601373 (title: Snake: A Stochastic Proximal Gradient Algorithm fo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601376 (title: A Novel Key-Frames Selection Framework for Compreh) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601377 (title: Effective and Efficient Photo-Based PM2.5 Concentr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601383 (title: Online Leader Selection for Collective Tracking an) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601385 (title: A Square-Root-Based Memory Polynomial Model for Co) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601402 (title: Illumination-Invariance Optical Flow Estimation Us) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601423 (title: Behavioral Modeling a Wireless Borehole Communicat) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601430 (title: Short-Term Forecast of Electricity Load for LLC &#) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601432 (title: The algorithm of formation of a training set for a) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601446 (title: Development and Investigation of a Computer Model ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601451 (title: Evaluation of Peak Values of the Oscillation Proce) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601455 (title: Rapid Technique for the Calculation of Loss Probab) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601456 (title: Distribution of Virtual Machines in Cloud Infrastr) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601462 (title: Specifics of Data Mining Facilities as Energy Cons) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601468 (title: Vehicles Cooperative Navigation Using GNSS for Coo) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601472 (title: Information Decision-Support System on the Basis o) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601477 (title: Estimation of the Distribution Probability Density) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601492 (title: Scalable and Anonymity Preserving Overlays for Voi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601526 (title: The Use of Non-intrusive Load Identification Techn) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601546 (title: Partial Discharge Pattern Recognition of High Volt) is an LLM-generated sample, misclassified as human-generated with confidence 0.82 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601550 (title: A Novel Method of Wind Speed Prediction by Peephol) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 0.5 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601584 (title: A method of evaluating 10kV Distribution Network L) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601596 (title: A Bad Data Identification Method for Multiple Spat) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601601 (title: Data-driven Research Method For Power System Stabi) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601612 (title: Key technologies and applications of AC/DC hybrid ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601615 (title: Deep learning based total transfer capability calc) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601631 (title: Optimal Configuration of PMU Based on False Data I) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601641 (title: Analysis on the Simplified Simulation and Modellin) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601661 (title: Research on Power Flow Algorithm of Power System w) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601662 (title: Temperature Anomaly Location and Cable Equipment r) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601666 (title: A Fast Searching Method for Cascading Failure Patt) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601669 (title: New Dimensionality Reduction Method of Wind Power ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601674 (title: Performance of Fuzzy Logic Based Controller for UP) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601681 (title: mHealth4Afrika Beta v1 Validation in Rural and Dee) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE AssertionError: samples/ieee-chatgpt-polish.jsonl:8601701 (title: IoT Sensor Network Approach for Smart Farming: An ) is an LLM-generated sample, misclassified as human-generated with confidence 1.0 + assert 'Human' == 'AI' + - AI + + HumanE 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 \ No newline at end of file diff --git a/plot_rocs.py b/plot_rocs.py index 3014a97..d02403c 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', 'openai'] +MODELS = ['zippy', 'roberta', 'gptzero', 'openai', 'crossplag'] SKIPCASES = ['gpt2', 'gpt3'] MAX_PER_CASE = 500 diff --git a/test_crossplag_detect.py b/test_crossplag_detect.py index 98c8ecc..7b9420e 100644 --- a/test_crossplag_detect.py +++ b/test_crossplag_detect.py @@ -8,7 +8,7 @@ AI_SAMPLE_DIR = 'samples/llm-generated/' HUMAN_SAMPLE_DIR = 'samples/human-generated/' MIN_LEN = 150 -NUM_JSONL_SAMPLES = 150 +NUM_JSONL_SAMPLES = 500 ai_files = os.listdir(AI_SAMPLE_DIR) human_files = os.listdir(HUMAN_SAMPLE_DIR)