{"id":"W4313529024","doi":"10.1017/lsi.2022.70","title":"The Rise of Women Lawyers in India","year":2023,"lang":"en","type":"article","venue":"Law & Social Inquiry","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001968155,0.00004030716,0.00007638748,0.0000323199,0.0008557189,0.00008625281,0.00019012,0.00007397957,0.0001341615],"category_scores_gemma":[0.0005553294,0.00003555467,0.00002783988,0.001392416,0.0007874136,0.0002879998,0.00002701736,0.0001920064,0.0001170932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001917737,"about_ca_system_score_gemma":0.000437432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005757623,"about_ca_topic_score_gemma":0.003805059,"domain_scores_codex":[0.9989661,0.0002598066,0.0001778055,0.00007763307,0.0002277194,0.0002909255],"domain_scores_gemma":[0.9992483,0.0004563916,0.00009808459,0.0000759625,0.00007987604,0.00004138321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005171828,0.00001983493,0.001023595,0.000001884864,0.000005508335,5.182482e-7,0.2437028,4.819675e-7,0.00001622318,0.7442535,0.009183878,0.001786611],"study_design_scores_gemma":[0.00008386908,0.000005224194,0.02063981,0.000002120413,0.000001762462,2.462125e-8,0.1519692,0.000001131266,0.00001126661,0.01825726,0.8089831,0.00004517057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7517524,0.00003660007,8.767012e-7,0.03493121,0.001436125,0.0001533189,0.000003564619,0.00007089244,0.211615],"genre_scores_gemma":[0.9966035,0.00007495744,0.000008551541,0.0006469022,0.0004997395,0.000045602,0.000002545952,0.000005376357,0.002112841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7997993,"threshold_uncertainty_score":0.8703842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08264378286202186,"score_gpt":0.4298698225698078,"score_spread":0.347226039707786,"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."}}