{"id":"W4410090255","doi":"10.26443/law.v69i4.1708","title":"Thesis Survey","year":2024,"lang":"en","type":"article","venue":"McGill Law Journal","topic":"Artificial Intelligence in Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005032932,0.0007933702,0.0009097527,0.007046665,0.003459175,0.008312645,0.002121713,0.001921433,0.1993095],"category_scores_gemma":[0.01646936,0.00049683,0.0009213731,0.00841997,0.001960602,0.005256076,0.004089343,0.002455817,0.09656151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006396956,"about_ca_system_score_gemma":0.01384524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056488,"about_ca_topic_score_gemma":0.01792999,"domain_scores_codex":[0.9968545,0.0005797913,0.0001850355,0.0005884165,0.001324208,0.0004681446],"domain_scores_gemma":[0.9908115,0.00234867,0.0004671566,0.0008569758,0.003935237,0.001580585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004990775,0.00008093737,0.001016414,0.001314688,0.00001798168,0.00005339592,0.0005934808,0.0002128202,0.0001944938,0.08884377,0.6923708,0.2152513],"study_design_scores_gemma":[0.000003583603,0.00001188705,0.0006425322,0.0005955558,0.000003534628,0.00003734246,0.0003012081,0.00003762124,0.00004522395,0.003067079,0.9952505,0.000003898313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003586333,0.1715167,0.006754274,0.1089701,0.01712681,0.0004559059,0.006408142,0.0005386032,0.684643],"genre_scores_gemma":[0.03581614,0.2446444,0.006660382,0.02103922,0.01420768,0.0007228022,0.009535709,0.0005669256,0.6668068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1993095,"threshold_uncertainty_score":0.6667567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241855439824782,"score_gpt":0.3967832414877197,"score_spread":0.2725976975052415,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}