{"meta":{"query_hash":"14d37cd0b9f4","filters":{"venue":"McGill GLSA Research Series"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/14d37cd0b9f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=McGill+GLSA+Research+Series"},"results":[{"id":"W3214880946","doi":"10.26443/glsars.v1i1.145","title":"Extraterritorial Sanctions, Transnational Corporate Activity, and State’s Duty to Protect","year":2021,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sanctions; Extraterritoriality; Human rights; Duty; Political science; International law; Law; Law and economics; International human rights law; Context (archaeology); Economic sanctions; State (computer science); Principal (computer security); Business; Economics; Computer security; Jurisdiction","score_opus":0.14449969223040826,"score_gpt":0.4035663011795624,"score_spread":0.2590666089491541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214880946","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17589174,0.0017223889,0.008117629,0.021790711,0.0001898915,0.000030476807,0.000060609327,0.000032404423,0.7921642],"genre_scores_gemma":[0.98308045,0.00048484106,0.00057383784,0.0016683956,0.00006156501,0.000017611039,0.000014569756,0.00000960194,0.014089074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559253,0.0018372698,0.00018899077,0.00061675464,0.00086746097,0.0008970686],"domain_scores_gemma":[0.994062,0.0026188828,0.0013503649,0.0008431389,0.00067924213,0.00044641198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032850294,0.00016838634,0.00019887721,0.000750472,0.0031200068,0.006446337,0.0006843908,0.0031383755,0.0066988138],"category_scores_gemma":[0.0067622624,0.00017628363,0.00028913192,0.00075539266,0.01590548,0.003767436,0.004250989,0.0037909278,0.00038376308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007930731,0.000013615029,0.0013614848,0.000016464777,0.0000053357658,0.00011779853,0.002859228,0.00021022343,0.00022807874,0.98747057,0.0011996543,0.0065094316],"study_design_scores_gemma":[0.000027181622,0.00012815486,0.02309624,0.00066202134,0.00005081524,0.00091114745,0.012090917,0.0022505452,0.001896543,0.752573,0.20622066,0.00009281679],"about_ca_topic_score_codex":0.007992194,"about_ca_topic_score_gemma":0.01594116,"teacher_disagreement_score":0.007992194,"about_ca_system_score_codex":0.0028552767,"about_ca_system_score_gemma":0.0037008491,"threshold_uncertainty_score":0.022409797},"labels":[],"label_agreement":null},{"id":"W3215086803","doi":"10.26443/glsars.v1i1.150","title":"Smart-City Regulation","year":2021,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Megacity; China; Beijing; Population; Business; Economic growth; Geography; Agricultural economics; Environmental planning; Economy; Economics; Environmental health","score_opus":0.23208934817759444,"score_gpt":0.47878521412490593,"score_spread":0.2466958659473115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215086803","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001966769,0.0019399783,0.0068025715,0.060549617,0.004541001,0.00019805298,0.0015987218,0.0016786057,0.92072475],"genre_scores_gemma":[0.0848984,0.0036931005,0.0058288383,0.12026071,0.0019078242,0.00069775165,0.0034414507,0.0008020234,0.77847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99323916,0.0010332903,0.000413673,0.001614584,0.0025012507,0.0011979521],"domain_scores_gemma":[0.99408156,0.001079672,0.0003668844,0.0013055922,0.002412357,0.00075386546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043640393,0.0009910809,0.0004994517,0.0013310076,0.0053089154,0.01168842,0.00267173,0.01128319,0.13039295],"category_scores_gemma":[0.013511,0.00067766133,0.0017027728,0.0013636975,0.0040295296,0.01080935,0.008732719,0.008833718,0.044148408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022554697,0.000049853916,0.0012482721,0.00011791619,0.000016840924,0.00018756626,0.00062218506,0.00039200712,0.0003236058,0.33235174,0.6262734,0.038394105],"study_design_scores_gemma":[0.0000068444447,0.000009043788,0.0004312374,0.000048625585,0.0000046516952,0.000038927334,0.0001338161,0.00019876573,0.00013814963,0.009049618,0.98992646,0.000013865019],"about_ca_topic_score_codex":0.029870113,"about_ca_topic_score_gemma":0.025782894,"teacher_disagreement_score":0.13039295,"about_ca_system_score_codex":0.00545301,"about_ca_system_score_gemma":0.011574432,"threshold_uncertainty_score":0.4362079},"labels":[],"label_agreement":null},{"id":"W3215317100","doi":"10.26443/glsars.v1i1.134","title":"Privatization of Law Enforcement","year":2021,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"McGill University","keywords":"Accountability; Discretion; Law enforcement; Community policing; Public administration; Democracy; Enforcement; Political science; Police brutality; Public relations; Business; Law; Politics","score_opus":0.24856146540022492,"score_gpt":0.47811207115600374,"score_spread":0.22955060575577882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215317100","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058617074,0.003882299,0.032303862,0.07258679,0.0015508691,0.00049102114,0.0007385384,0.0015409243,0.8282887],"genre_scores_gemma":[0.735763,0.0021831673,0.006281364,0.014462388,0.0012372194,0.0004088402,0.000512511,0.0002527625,0.23889863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9921003,0.001482159,0.0003491773,0.0020417748,0.0022670848,0.0017595829],"domain_scores_gemma":[0.988279,0.00260109,0.0015731913,0.0036200986,0.002644881,0.0012817819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004651521,0.00030967878,0.00050052354,0.0020244035,0.0037417002,0.007892022,0.0016343753,0.002549525,0.044485193],"category_scores_gemma":[0.010926948,0.0007314974,0.0009517904,0.0020493204,0.004857549,0.006818486,0.005687735,0.0050649676,0.0057956344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048737355,0.00024672956,0.0039828094,0.00028870144,0.00004984357,0.00017083483,0.001540073,0.0021563033,0.0009536838,0.83885026,0.056144714,0.09556732],"study_design_scores_gemma":[0.00011802175,0.00014616821,0.015249939,0.0004823383,0.000039355727,0.00028966434,0.0012898623,0.0066412124,0.0012647712,0.14593934,0.82847583,0.00006350423],"about_ca_topic_score_codex":0.020032058,"about_ca_topic_score_gemma":0.021592584,"teacher_disagreement_score":0.044485193,"about_ca_system_score_codex":0.013224017,"about_ca_system_score_gemma":0.019414436,"threshold_uncertainty_score":0.14881778},"labels":[],"label_agreement":null},{"id":"W3216115114","doi":"10.26443/glsars.v1i1.142","title":"Performing an Anti-Homeless City","year":2021,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"University of Victoria; Law Foundation of British Columbia; McGill University","keywords":"Real estate; Gentrification; Tourism; Performativity; Poverty; Argument (complex analysis); Sociology; Immigration; Social geography; Urban planning; Economic growth; Political science; Human geography; Law; Gender studies; Economics; Social science","score_opus":0.150104267335251,"score_gpt":0.4344647692901795,"score_spread":0.2843605019549285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216115114","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.249048,0.00056785025,0.0125024365,0.033555984,0.00049946853,0.00012966532,0.00006680113,0.00017884038,0.70345104],"genre_scores_gemma":[0.9427039,0.0001505362,0.0016248547,0.0020862962,0.00002491735,0.000031206237,0.00002530969,0.00004905284,0.053303853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99363434,0.0023877143,0.00013952053,0.0006342454,0.0010761523,0.0021280767],"domain_scores_gemma":[0.994829,0.00043316442,0.0006647798,0.0007917814,0.0012252047,0.0020560645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051787496,0.00046374265,0.0003736969,0.00072121323,0.02638117,0.008884568,0.0015577148,0.0023014916,0.0091880355],"category_scores_gemma":[0.0056778253,0.00033516763,0.00038059553,0.0005517924,0.04120943,0.0032067192,0.016080376,0.0041724844,0.0013799407],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030333538,0.00009323911,0.008823954,0.000079123914,0.00001915968,0.00040312018,0.17799526,0.00035823544,0.0012263323,0.7628747,0.019622497,0.028474042],"study_design_scores_gemma":[0.000028962604,0.00011858869,0.015112601,0.00029881063,0.000035309273,0.0004802489,0.15472916,0.00070182414,0.0019903874,0.06904609,0.7573799,0.00007806157],"about_ca_topic_score_codex":0.13778634,"about_ca_topic_score_gemma":0.27015,"teacher_disagreement_score":0.13778634,"about_ca_system_score_codex":0.009320442,"about_ca_system_score_gemma":0.014839106,"threshold_uncertainty_score":0.27396864},"labels":[],"label_agreement":null},{"id":"W3217026150","doi":"10.26443/glsars.v1i1.120","title":"Making Data Visible in Public Space","year":2021,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canadian Institute of Steel Construction","keywords":"Transparency (behavior); Open data; Data sharing; Internet privacy; Open government; Public space; Space (punctuation); Visibility; Government (linguistics); Public relations; Business; Computer science; Data science; Computer security; Political science; World Wide Web; Engineering; Geography","score_opus":0.2696517455430231,"score_gpt":0.37769527832178024,"score_spread":0.10804353277875711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217026150","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02648552,0.0028194478,0.29162917,0.27209678,0.004867413,0.0008118507,0.0024531053,0.0030403014,0.39579642],"genre_scores_gemma":[0.702038,0.00529413,0.15757486,0.038953558,0.0038326986,0.0018657051,0.004140262,0.0029073653,0.08339336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9071232,0.05328087,0.005157823,0.007760111,0.021139957,0.005538145],"domain_scores_gemma":[0.7620739,0.11402889,0.011710459,0.077050574,0.028325202,0.006811032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07093404,0.0006515855,0.0009940241,0.0040722876,0.010861054,0.03832366,0.0039813244,0.008220731,0.017170953],"category_scores_gemma":[0.1807649,0.0013754285,0.0016667021,0.0053034266,0.026439803,0.053539675,0.030820187,0.011336493,0.0073983828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060848444,0.000062807885,0.0014620125,0.00023139811,0.00002680961,0.0002198955,0.013566194,0.0010219652,0.0008665278,0.89338374,0.04051181,0.04858595],"study_design_scores_gemma":[0.000034430268,0.00003323062,0.0007783575,0.0007098501,0.000035833236,0.00014798975,0.0068400386,0.0009980501,0.0022841182,0.38672134,0.6013491,0.00006757699],"about_ca_topic_score_codex":0.008751277,"about_ca_topic_score_gemma":0.005368763,"teacher_disagreement_score":0.07093404,"about_ca_system_score_codex":0.007970406,"about_ca_system_score_gemma":0.025859756,"threshold_uncertainty_score":0.37513953},"labels":[],"label_agreement":null},{"id":"W3217230894","doi":"10.26443/glsars.v1i1.128","title":"Entre démolition et protection","year":2021,"lang":"fr","type":"article","venue":"McGill GLSA Research Series","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.3092932043440506,"score_gpt":0.347639336838671,"score_spread":0.03834613249462038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217230894","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021785803,0.0053876727,0.005662026,0.024250366,0.00043885552,0.000060287333,0.00013251991,0.00006271773,0.9422198],"genre_scores_gemma":[0.5112664,0.003484157,0.0018705385,0.00713738,0.00020411644,0.00009971121,0.00015553793,0.00010610964,0.47567597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99480975,0.0013312689,0.00012412488,0.0008525656,0.001463829,0.0014183426],"domain_scores_gemma":[0.9974752,0.0006621483,0.00033337338,0.00039153395,0.00068376126,0.00045390043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032661762,0.0006448206,0.00049932965,0.001373025,0.011011707,0.011392124,0.0020668418,0.004602583,0.035148364],"category_scores_gemma":[0.004753966,0.0003840595,0.0004925571,0.0019926424,0.036000736,0.0072767907,0.009218132,0.006674035,0.0030189524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010632203,0.000010793923,0.0007184997,0.00004648307,0.000005236707,0.000165681,0.012428837,0.00013452748,0.000110200745,0.9648498,0.01093162,0.010587674],"study_design_scores_gemma":[0.000010051904,0.000024446856,0.0027145552,0.00037174334,0.0000106780335,0.00026819998,0.018340267,0.00020308666,0.00024743177,0.08921415,0.8885707,0.000024684457],"about_ca_topic_score_codex":0.22457424,"about_ca_topic_score_gemma":0.29891622,"teacher_disagreement_score":0.22457424,"about_ca_system_score_codex":0.02262166,"about_ca_system_score_gemma":0.021445906,"threshold_uncertainty_score":0.44653416},"labels":[],"label_agreement":null},{"id":"W4307237983","doi":"10.26443/glsars.v2i1.182","title":"Air-Rail Alliances in the Context of Liability and Environmental Protection","year":2022,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"International Law and Aviation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Aviation; Business; Aviation law; Deregulation; Alliance; Liability; Context (archaeology); Civil aviation; International trade; Finance; Engineering; Economics; Political science; Market economy; Law","score_opus":0.06984714157134693,"score_gpt":0.35321268014155716,"score_spread":0.28336553857021024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307237983","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07513115,0.016444718,0.036972564,0.07569054,0.000708719,0.000104518906,0.00010179304,0.000036067384,0.7948099],"genre_scores_gemma":[0.9509441,0.0053230384,0.0041440683,0.0038414905,0.0009288653,0.000113705355,0.000040260198,0.000031056275,0.034633517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906283,0.004781319,0.00038306034,0.0012526613,0.0013355548,0.0016190988],"domain_scores_gemma":[0.99299836,0.0042945044,0.00086189335,0.0005577184,0.00069485436,0.00059261307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073435428,0.00038060787,0.0005927122,0.0014910337,0.00867622,0.011963651,0.0017063228,0.011265659,0.008419531],"category_scores_gemma":[0.009349537,0.0004235814,0.00081528246,0.0016023284,0.025711132,0.013811307,0.009811508,0.00882946,0.00086401816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016944196,0.0000031960574,0.00005954857,0.0000048195784,0.0000010842567,0.0000931479,0.0005624407,0.00012343058,0.000016407435,0.9983064,0.00037626398,0.00045158158],"study_design_scores_gemma":[0.00001122252,0.000030111256,0.0004615598,0.00018854982,0.0000090078875,0.00028048488,0.0025666787,0.00096592616,0.00010272914,0.92518824,0.070176154,0.000019336723],"about_ca_topic_score_codex":0.007966678,"about_ca_topic_score_gemma":0.005988309,"teacher_disagreement_score":0.011963651,"about_ca_system_score_codex":0.0073114973,"about_ca_system_score_gemma":0.005343715,"threshold_uncertainty_score":0.05304885},"labels":[],"label_agreement":null},{"id":"W4307237984","doi":"10.26443/glsars.v2i1.190","title":"Legal Pluralism, Transitional Justice, and Ethnic Justice Systems","year":2022,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Comparative constitutional jurisprudence studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"International Labour Organization","keywords":"Legal pluralism; Jurisdiction; Indigenous; Political science; Law; Tribunal; Transitional justice; Pluralism (philosophy); Ethnic group; Redress; Sociology; Economic Justice; Legal profession; Legal realism","score_opus":0.19161802353145188,"score_gpt":0.4600137222489433,"score_spread":0.26839569871749147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307237984","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23626101,0.011411046,0.0064293854,0.0346122,0.0002055944,0.00007449141,0.00006563645,0.000059276954,0.7108814],"genre_scores_gemma":[0.9934835,0.0005679225,0.00059614226,0.00059241,0.000043297146,0.000016470362,0.000009081705,0.0000063048387,0.004684776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950092,0.002244825,0.00016220141,0.0006410567,0.00050224684,0.0014405975],"domain_scores_gemma":[0.9971058,0.00089051254,0.0006381162,0.00020671662,0.0003407528,0.0008181315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003488279,0.0002485396,0.00026636102,0.0017384074,0.0175676,0.011893814,0.0010076377,0.0017413109,0.0050252085],"category_scores_gemma":[0.0042692074,0.0001513776,0.00020505322,0.0011306028,0.03992121,0.004998384,0.0077460064,0.0024190133,0.00016955248],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008131483,0.000013247755,0.0017823821,0.00004080242,0.0000036612582,0.00020002855,0.024753822,0.00020973971,0.000088655455,0.96415484,0.00118731,0.007557427],"study_design_scores_gemma":[0.000036333207,0.000051141084,0.021411516,0.00065201614,0.000024665416,0.00037054394,0.12348143,0.0014327827,0.0003364183,0.63066804,0.22144097,0.00009413688],"about_ca_topic_score_codex":0.10001251,"about_ca_topic_score_gemma":0.12805688,"teacher_disagreement_score":0.10001251,"about_ca_system_score_codex":0.01837453,"about_ca_system_score_gemma":0.010939798,"threshold_uncertainty_score":0.19886076},"labels":[],"label_agreement":null},{"id":"W4307237985","doi":"10.26443/glsars.v2i1.187","title":"Study of Legal Adaptation in China's Wind Power Development","year":2022,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Electric Power System Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Renewable energy; Wind power; China; Electricity; Electricity generation; Electricity market; Business; Energy development; Environmental economics; Energy law; Nameplate capacity; Economics; Market economy; Power (physics); Engineering; Law; Electrical engineering; Environmental law; Political science","score_opus":0.036248948055220165,"score_gpt":0.28499025713667875,"score_spread":0.24874130908145858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307237985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92535985,0.00065550685,0.006073688,0.004851077,0.00004208433,0.00014642971,0.00007091312,0.00001865441,0.062781855],"genre_scores_gemma":[0.99691004,0.00025601508,0.00032951953,0.00010901391,0.000010731629,0.000025500953,0.000013602894,0.0000020101809,0.002343717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988336,0.00035095838,0.000047974394,0.00011800422,0.00023958391,0.00040991785],"domain_scores_gemma":[0.998645,0.00056399195,0.0003326036,0.00005018198,0.00019750759,0.00021065236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014083929,0.0001951917,0.00035360982,0.0011913686,0.0018332632,0.002169541,0.00087315385,0.0012599947,0.0025233917],"category_scores_gemma":[0.0032179505,0.0002006813,0.0007054332,0.0013208626,0.0023847453,0.0021995313,0.0014278656,0.0016950025,0.00006121206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003529115,0.00032744778,0.0626462,0.00013893457,0.000070143884,0.0037967716,0.006139348,0.036835995,0.00088088104,0.86731046,0.0036138152,0.018204644],"study_design_scores_gemma":[0.00010850282,0.00033422667,0.18480174,0.00030574636,0.00018847465,0.00081217085,0.025715549,0.49470186,0.0014520992,0.24622338,0.04517711,0.00017915588],"about_ca_topic_score_codex":0.0764289,"about_ca_topic_score_gemma":0.05288537,"teacher_disagreement_score":0.0764289,"about_ca_system_score_codex":0.008694115,"about_ca_system_score_gemma":0.009406815,"threshold_uncertainty_score":0.15196806},"labels":[],"label_agreement":null},{"id":"W4307375316","doi":"10.26443/glsars.v2i1.186","title":"Beyond Multilateral Treaty Reforms","year":2022,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"International trade; Free trade; Trade barrier; Treaty; Environmental law; Economics; Nexus (standard); Tariff; International trade law; Liberalization; International economics; Commercial policy; International free trade agreement; Business; Political science; Law; Market economy","score_opus":0.06743004007657512,"score_gpt":0.38115227579472843,"score_spread":0.31372223571815333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307375316","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037211538,0.010582051,0.0101702465,0.09308929,0.0033939022,0.00014634438,0.0002150606,0.00011005307,0.8785719],"genre_scores_gemma":[0.37887433,0.018037332,0.010340726,0.18208353,0.012580663,0.0008169237,0.0007050575,0.00053058466,0.39603084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98557,0.004445407,0.00043875596,0.0021272602,0.005473446,0.0019452028],"domain_scores_gemma":[0.99435234,0.0021798806,0.00058802415,0.0009954324,0.0014147832,0.00046953166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010503082,0.0008310644,0.00065884343,0.0020005018,0.0058329804,0.012199901,0.0029164487,0.011032483,0.027549759],"category_scores_gemma":[0.019421605,0.00034311073,0.0010371375,0.003215029,0.010546442,0.01299429,0.008895251,0.017258063,0.0038748388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003849313,0.000012956182,0.000040995015,0.000029846502,0.0000036710474,0.000026075244,0.0002794811,0.0001920195,0.000024122695,0.98024803,0.013463584,0.005675339],"study_design_scores_gemma":[0.000016176115,0.000020341315,0.00023458205,0.00037969215,0.000008262975,0.00003848444,0.0003505452,0.00036975395,0.000107815,0.3762832,0.6221755,0.00001571921],"about_ca_topic_score_codex":0.012053654,"about_ca_topic_score_gemma":0.011897773,"teacher_disagreement_score":0.027549759,"about_ca_system_score_codex":0.013092874,"about_ca_system_score_gemma":0.017341586,"threshold_uncertainty_score":0.094995916},"labels":[],"label_agreement":null},{"id":"W4307375661","doi":"10.26443/glsars.v2i1.249","title":"Those Who Teach Must Also Do: Diversity, Equity and Inclusion in Legal Education and the Canadian Armed Forces","year":2022,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McGill University","keywords":"Equity (law); Inclusion (mineral); Context (archaeology); Engineering ethics; Legal education; Sociology; Adaptation (eye); Political science; Diversity (politics); Process (computing); Public relations; Engineering; Law; Social science; Computer science; Psychology; Geography","score_opus":0.11302607820655491,"score_gpt":0.4595577385391481,"score_spread":0.3465316603325932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307375661","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26156318,0.012671824,0.0034936804,0.34472135,0.0009447598,0.00015885355,0.00019133923,0.00007947686,0.37617552],"genre_scores_gemma":[0.96389574,0.0034318594,0.0018618392,0.0076931682,0.00006590747,0.000042961106,0.000042418946,0.000027881068,0.022938194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9882578,0.003101898,0.00018537273,0.00068801123,0.003957902,0.0038090774],"domain_scores_gemma":[0.991447,0.0018518398,0.00040292382,0.00023353247,0.0016479278,0.004416782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0095596025,0.00035248228,0.0004388194,0.0020631135,0.049431857,0.015897347,0.0024216026,0.003129879,0.0077890917],"category_scores_gemma":[0.013930837,0.0003033691,0.0003470863,0.0032971231,0.038477138,0.004987085,0.012601563,0.0058768853,0.00033678918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000035424433,0.00008381537,0.013192985,0.00022378087,0.000017983775,0.00052363635,0.38537797,0.00045234695,0.00046238006,0.42507464,0.035280928,0.1392742],"study_design_scores_gemma":[0.000013386698,0.00005002537,0.028530233,0.0009888607,0.00002684835,0.00022067619,0.47865292,0.0005023135,0.00039096992,0.036351837,0.4541357,0.00013618941],"about_ca_topic_score_codex":0.9884898,"about_ca_topic_score_gemma":0.9949686,"teacher_disagreement_score":0.829456,"about_ca_system_score_codex":0.17054404,"about_ca_system_score_gemma":0.3437065,"threshold_uncertainty_score":0.96205133},"labels":[],"label_agreement":null},{"id":"W4400067492","doi":"10.26443/glsars.v3i1.1401","title":"About the McGill GLSA Research Series","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Geology","score_opus":0.18046717190752842,"score_gpt":0.37626706444244834,"score_spread":0.19579989253491992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067492","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008488349,0.021140944,0.002279147,0.35867146,0.21494938,0.0003426118,0.031873733,0.0027938946,0.3671],"genre_scores_gemma":[0.0034703757,0.007857416,0.0016736618,0.021004502,0.02367269,0.00017882754,0.006699555,0.0016786098,0.93376434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969297,0.0003722684,0.00015496685,0.00032846743,0.001890231,0.00032441382],"domain_scores_gemma":[0.9738027,0.002101149,0.001033326,0.0022627814,0.014283683,0.006516341],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006084727,0.0010348896,0.0006679097,0.0046053953,0.0015522203,0.0052748653,0.0030429373,0.0035737352,0.35035813],"category_scores_gemma":[0.02253577,0.0005175782,0.0006387301,0.0038177732,0.0009251966,0.003625287,0.0026217003,0.0036125667,0.19962217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037102727,0.0000025921227,0.000033143402,0.000011460576,3.9711588e-7,0.0000053384992,0.0000031858851,0.000012173733,0.000010039533,0.00025096108,0.9925113,0.0071556442],"study_design_scores_gemma":[0.0000019512584,0.0000018849547,0.00019169663,0.000037245503,9.0155135e-7,0.000007435813,0.000012341746,0.000030195972,0.000023813307,0.00015400276,0.99953437,0.000004105514],"about_ca_topic_score_codex":0.09987325,"about_ca_topic_score_gemma":0.12307869,"teacher_disagreement_score":0.35035813,"about_ca_system_score_codex":0.006361831,"about_ca_system_score_gemma":0.016035248,"threshold_uncertainty_score":0.92663527},"labels":[],"label_agreement":null},{"id":"W4400067503","doi":"10.26443/glsars.v3i1.1068","title":"Les préjugés envers les personnes mineures comme frein à l’action climatique: quand les enfants ne sont plus insouciants","year":2024,"lang":"fr","type":"article","venue":"McGill GLSA Research Series","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.40306219591052034,"score_gpt":0.5095645589225368,"score_spread":0.10650236301201649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6323536,0.0032504455,0.011154519,0.03547226,0.00067402615,0.00007653988,0.00020618149,0.000109495784,0.31670293],"genre_scores_gemma":[0.93243223,0.0012752428,0.0017811058,0.0015477984,0.0000786573,0.00005868802,0.00007430275,0.000048409383,0.062703535],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973417,0.0011480749,0.00007670211,0.0003456167,0.0005544002,0.0005334911],"domain_scores_gemma":[0.99732214,0.00045287507,0.00058847293,0.00019963575,0.0005933872,0.0008435172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021755933,0.00039568587,0.0002767412,0.0007744908,0.0053879195,0.0055335118,0.00065052754,0.0013684065,0.008953106],"category_scores_gemma":[0.004191819,0.00024177345,0.00034409016,0.0004813351,0.008022324,0.0041022836,0.004273641,0.0021310102,0.0020466372],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011263662,0.000111963294,0.076261625,0.0002667791,0.000054563847,0.0019259658,0.51695704,0.00017972976,0.0030655498,0.3118307,0.01663706,0.072596475],"study_design_scores_gemma":[0.000025783496,0.00018471315,0.08627163,0.0005284684,0.000049308557,0.0020526845,0.31032273,0.00030002097,0.00137764,0.039817158,0.5589797,0.00009024067],"about_ca_topic_score_codex":0.01416753,"about_ca_topic_score_gemma":0.01999484,"teacher_disagreement_score":0.01416753,"about_ca_system_score_codex":0.0016550212,"about_ca_system_score_gemma":0.0033328529,"threshold_uncertainty_score":0.029951096},"labels":[],"label_agreement":null},{"id":"W4400067508","doi":"10.26443/glsars.v3i1.1089","title":"Unpacking the Power of Legal Definition: Changing the Legal Narrative Around Sex Trafficking and Sex Work in Canada","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Unpacking; Narrative; Power (physics); Work (physics); Sex work; Gender studies; Sociology; Political science; Medicine; Engineering; Linguistics; Literature; Art","score_opus":0.052959168962892975,"score_gpt":0.3369345302950892,"score_spread":0.2839753613321962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5350796,0.011245554,0.0014966722,0.2993642,0.0009852403,0.0001147239,0.0004403008,0.000035488494,0.15123816],"genre_scores_gemma":[0.970206,0.0055781864,0.0005443345,0.012578036,0.00008155286,0.000025610845,0.00009210408,0.000043124455,0.010851002],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99113864,0.0020089983,0.00023189766,0.00060916744,0.0029793154,0.0030318976],"domain_scores_gemma":[0.981079,0.005218611,0.0011502447,0.00041456302,0.007597975,0.0045395195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073693586,0.00032665711,0.00056575297,0.0037249806,0.06668095,0.01672948,0.004031758,0.0028889575,0.0047766957],"category_scores_gemma":[0.017552782,0.0004260653,0.0004069244,0.0064477143,0.03461404,0.0047970973,0.009417174,0.008382784,0.00020075383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046412075,0.00006390771,0.038194995,0.00019879162,0.000023935196,0.0011360911,0.7333447,0.00042636826,0.0004608158,0.14949903,0.04077533,0.035829715],"study_design_scores_gemma":[0.00000814665,0.000019642614,0.028572008,0.0005456974,0.00002712488,0.00014833253,0.78771013,0.00035641604,0.00022631043,0.005797274,0.17649913,0.000089742505],"about_ca_topic_score_codex":0.9983119,"about_ca_topic_score_gemma":0.9993718,"teacher_disagreement_score":0.27893063,"about_ca_system_score_codex":0.27893063,"about_ca_system_score_gemma":0.42202604,"threshold_uncertainty_score":0.8363383},"labels":[],"label_agreement":null},{"id":"W4400067515","doi":"10.26443/glsars.v3i1.1147","title":"Pride and Prejudice in African Constitutional LAw: Cohesion or Exclusion from Global North Narratives","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pride; Cohesion (chemistry); Narrative; Prejudice (legal term); Political science; Law; Sociology; Linguistics; Philosophy","score_opus":0.10380992836625613,"score_gpt":0.32404656839956597,"score_spread":0.22023664003330984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067515","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41579387,0.01478495,0.004299084,0.038669854,0.00027246634,0.000054604072,0.000038265516,0.000020814205,0.5260662],"genre_scores_gemma":[0.9946674,0.0011648262,0.00033185657,0.0008445283,0.00005397504,0.000024445488,0.00000841987,0.000010395506,0.0028941182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957534,0.0027600038,0.00012370221,0.00032023212,0.0004141674,0.0006284957],"domain_scores_gemma":[0.9937689,0.004758876,0.0005073194,0.00040698706,0.00024567175,0.0003122105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007271003,0.00036171038,0.00047828292,0.0029715595,0.013543006,0.012731594,0.00074822974,0.0023229634,0.0034406043],"category_scores_gemma":[0.01005776,0.00025772196,0.0002045114,0.0027081526,0.04973413,0.011517331,0.008591336,0.0041929833,0.00016635096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056979825,0.000007911771,0.0005415866,0.000032693293,0.0000024108629,0.0001145522,0.13557775,0.00004879205,0.000068668975,0.85939527,0.000663769,0.0035409639],"study_design_scores_gemma":[0.000019280402,0.000025866848,0.004543979,0.0009928318,0.000020148425,0.0002430481,0.26308656,0.00043006655,0.0003498628,0.5406489,0.18961303,0.00002646231],"about_ca_topic_score_codex":0.006947963,"about_ca_topic_score_gemma":0.010453395,"teacher_disagreement_score":0.013543006,"about_ca_system_score_codex":0.0069457847,"about_ca_system_score_gemma":0.0043919007,"threshold_uncertainty_score":0.05039549},"labels":[],"label_agreement":null},{"id":"W4400067521","doi":"10.26443/glsars.v3i1.1399","title":"Preface: Prejudice and the Law","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Prejudice (legal term); Law; Psychology; Political science; Sociology; Law and economics","score_opus":0.06940392249297635,"score_gpt":0.4093314112674876,"score_spread":0.3399274887745113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067521","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006408374,0.06942635,0.0018043692,0.28790277,0.5322941,0.00007185143,0.0007956548,0.00009433899,0.10696977],"genre_scores_gemma":[0.025021043,0.05085932,0.0010836591,0.09801912,0.55958873,0.00016071265,0.0007772606,0.000220647,0.26426953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931407,0.00023647927,0.00005313302,0.000121818404,0.00022366167,0.000050925115],"domain_scores_gemma":[0.9929202,0.0033766879,0.00025688525,0.00039161055,0.0023172835,0.000737363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013601772,0.0010978443,0.00071449735,0.0018479985,0.0042111026,0.004581006,0.0011629182,0.0039732056,0.033628892],"category_scores_gemma":[0.010039423,0.0002886172,0.0005003592,0.0018437892,0.0029113255,0.0045618913,0.0016754438,0.009762422,0.014242857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007596775,0.000008072932,0.00006005709,0.00007420878,0.000001527488,0.00002864334,0.00014217633,0.000034498175,0.000045511417,0.015575752,0.9783303,0.0056917653],"study_design_scores_gemma":[0.0000047807403,0.0000130969365,0.0007749757,0.00041736095,0.0000026368036,0.000065449094,0.00034501255,0.000071502924,0.000047481008,0.016036995,0.9822105,0.000010061392],"about_ca_topic_score_codex":0.011342069,"about_ca_topic_score_gemma":0.009592544,"teacher_disagreement_score":0.033628892,"about_ca_system_score_codex":0.003341925,"about_ca_system_score_gemma":0.0021092794,"threshold_uncertainty_score":0.11249983},"labels":[],"label_agreement":null},{"id":"W4400067549","doi":"10.26443/glsars.v3i1.1090","title":"Technological Prejudice: Demonstrating the Ontological Challenge of Building a Critical Theory of Artificial Intelligence","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Prejudice (legal term); Epistemology; Critical theory; Cognitive science; Psychology; Sociology; Artificial intelligence; Computer science; Social psychology; Philosophy","score_opus":0.3182618206113322,"score_gpt":0.5168973554283144,"score_spread":0.1986355348169822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067549","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058999017,0.009143194,0.19295874,0.22629689,0.0017656276,0.0001251334,0.000038942453,0.000079404876,0.51059306],"genre_scores_gemma":[0.957496,0.0025626067,0.021397592,0.010348744,0.00074469036,0.00018515448,0.000017991515,0.00006746739,0.0071797874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98523116,0.010662538,0.00033677308,0.0008244463,0.0023095515,0.0006356023],"domain_scores_gemma":[0.9685261,0.024592564,0.0017089272,0.002160686,0.002166071,0.0008456496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02224651,0.0006307987,0.0006085212,0.0038276787,0.008597694,0.010719866,0.0017838294,0.0046442105,0.002440592],"category_scores_gemma":[0.022827236,0.00032805654,0.0006456911,0.0015359502,0.090148024,0.015421229,0.009605527,0.009026709,0.000375384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017619556,0.0000047004837,0.000059614005,0.000014429218,0.0000014435253,0.000020390087,0.0032342842,0.00009749708,0.000025261375,0.9947412,0.0004958297,0.0013034985],"study_design_scores_gemma":[0.0000046101354,0.0000054985203,0.000063920816,0.00008753996,0.0000028700642,0.00002625167,0.001936058,0.00040800325,0.00011243183,0.975743,0.021604177,0.0000056855088],"about_ca_topic_score_codex":0.0037326757,"about_ca_topic_score_gemma":0.0032529798,"teacher_disagreement_score":0.02224651,"about_ca_system_score_codex":0.0081835585,"about_ca_system_score_gemma":0.006005579,"threshold_uncertainty_score":0.11765218},"labels":[],"label_agreement":null},{"id":"W4400067554","doi":"10.26443/glsars.v3i1.1398","title":"Law as Prejudice: Codifying the Other","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Prejudice (legal term); Law; Political science; Psychology; Sociology","score_opus":0.12138607952340336,"score_gpt":0.44636561979381334,"score_spread":0.32497954027041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067554","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06585842,0.004883157,0.07259378,0.03306388,0.0011895463,0.00014494923,0.00008028986,0.00022034017,0.82196563],"genre_scores_gemma":[0.9486652,0.0018108768,0.01841174,0.00374175,0.00027494758,0.00009826097,0.00008517251,0.00016206197,0.026749965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954873,0.0017859525,0.00019892858,0.00050401344,0.0012805655,0.00074332097],"domain_scores_gemma":[0.99529797,0.0019588934,0.000358482,0.000994728,0.0010322003,0.0003577324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064251493,0.00068995834,0.00068846863,0.003931607,0.011567049,0.014515382,0.0021800976,0.0036649443,0.004103373],"category_scores_gemma":[0.009525751,0.00029791726,0.000833832,0.0022224677,0.06959529,0.013010653,0.008412966,0.006313479,0.00053113134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037690113,0.000006713936,0.00026324418,0.000017309269,0.0000023688597,0.0001382458,0.019299898,0.00009194852,0.00012411896,0.97469133,0.00058989885,0.004770996],"study_design_scores_gemma":[0.000011286444,0.00002139949,0.0012165175,0.0005158637,0.000025319729,0.0003283963,0.03686495,0.0008329284,0.0008217533,0.75837994,0.20093742,0.000044254342],"about_ca_topic_score_codex":0.1472671,"about_ca_topic_score_gemma":0.1365693,"teacher_disagreement_score":0.1472671,"about_ca_system_score_codex":0.018648975,"about_ca_system_score_gemma":0.021118082,"threshold_uncertainty_score":0.2928198},"labels":[],"label_agreement":null},{"id":"W4400067567","doi":"10.26443/glsars.v3i1.1074","title":"« DÉCARTOGRAPHIER » LA PROBATION","year":2024,"lang":"fr","type":"article","venue":"McGill GLSA Research Series","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science","score_opus":0.48592454862089574,"score_gpt":0.5748283853432731,"score_spread":0.08890383672237734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08337318,0.008459595,0.05909,0.06658526,0.0035935144,0.0004233292,0.00093659584,0.00065877516,0.7768798],"genre_scores_gemma":[0.4870771,0.0094558885,0.030799061,0.0058854627,0.0010917122,0.0004513087,0.0009052437,0.0005416505,0.46379253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959288,0.001877381,0.00018973862,0.0004293859,0.0009551113,0.0006195402],"domain_scores_gemma":[0.9940486,0.0022400864,0.00080132415,0.0004790943,0.001648437,0.000782495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028611068,0.0006878662,0.00028177552,0.0031286103,0.005123282,0.007104466,0.0014424394,0.001959094,0.03845724],"category_scores_gemma":[0.0078706425,0.00032604794,0.00038215402,0.0025097213,0.006622827,0.00623058,0.0051360037,0.0048546474,0.005849797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006314336,0.000048969334,0.005053386,0.0003693864,0.00001286275,0.0010136609,0.046496574,0.0006781692,0.0013422129,0.7976743,0.048858576,0.098388694],"study_design_scores_gemma":[0.000010544208,0.000040349212,0.0053742775,0.00026805967,0.00000853388,0.0005328253,0.026968276,0.00040446743,0.0009832619,0.034891557,0.9304678,0.00004998506],"about_ca_topic_score_codex":0.037739336,"about_ca_topic_score_gemma":0.050755646,"teacher_disagreement_score":0.03845724,"about_ca_system_score_codex":0.00770768,"about_ca_system_score_gemma":0.011405337,"threshold_uncertainty_score":0.12865227},"labels":[],"label_agreement":null},{"id":"W4400067570","doi":"10.26443/glsars.v3i1.1088","title":"Mind the Gap: Toussaint and the Reception of International Human Rights Law in Canada","year":2024,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Human rights; Political science; Law","score_opus":0.06228800636853603,"score_gpt":0.38247005479932444,"score_spread":0.3201820484307884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400067570","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11034467,0.006345271,0.0025873326,0.5107675,0.0015547947,0.000063934705,0.00013508154,0.000090428555,0.36811092],"genre_scores_gemma":[0.8580493,0.0026122183,0.0010029434,0.07375942,0.00021817595,0.000027313445,0.000047784593,0.00010215954,0.06418079],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99081403,0.0013386797,0.0001468711,0.00085141335,0.0027587882,0.004090316],"domain_scores_gemma":[0.99037874,0.0032986987,0.00046006727,0.00029835707,0.0027160128,0.002848141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005797085,0.0003162997,0.00055925443,0.0012618029,0.06506691,0.016662985,0.0023203427,0.007349683,0.007909918],"category_scores_gemma":[0.0150978,0.00045140463,0.00043504089,0.0020198356,0.03315949,0.004486276,0.007787014,0.015202092,0.00040529107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027796545,0.000031307383,0.0041122474,0.000049406226,0.00001608006,0.0011579122,0.08930873,0.00029342,0.000422871,0.78621846,0.098866895,0.019494895],"study_design_scores_gemma":[0.000025639472,0.000024186598,0.007422018,0.0003403978,0.000033791668,0.0003401283,0.103689805,0.0006421818,0.0006219641,0.051220983,0.8354718,0.00016709043],"about_ca_topic_score_codex":0.990901,"about_ca_topic_score_gemma":0.99518114,"teacher_disagreement_score":0.16458525,"about_ca_system_score_codex":0.16458525,"about_ca_system_score_gemma":0.26353103,"threshold_uncertainty_score":0.96896267},"labels":[],"label_agreement":null}]}