{"id":"W7097518991","doi":"","title":"LSAT performance with regional, gender, and racial/ethnic breakdowns: 2003–2004 through 2009–2010 (LSAT","year":2010,"lang":"en","type":"article","venue":"","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; Corporate law; Process (computing); Work (physics); Commercial law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002992993,0.0001855997,0.0002485328,0.0001075136,0.0002571185,0.00005177732,0.0001197584,0.0001735686,0.0007539741],"category_scores_gemma":[0.00004055758,0.0001578345,0.00003706097,0.000361638,0.0001550295,0.0006390684,0.00003929069,0.0002859335,0.0003725427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002565566,"about_ca_system_score_gemma":0.00006104145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001353486,"about_ca_topic_score_gemma":0.00009594532,"domain_scores_codex":[0.9988499,0.000009950634,0.0003732491,0.0004143603,0.00008868796,0.00026388],"domain_scores_gemma":[0.9992163,0.00005484927,0.0002334593,0.0002746289,0.0001351904,0.00008563212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002674053,0.0002171873,0.3435122,0.0001127623,0.00009424883,0.00000420359,0.001374759,0.0001643449,0.0004238425,0.6184192,0.02718884,0.008221027],"study_design_scores_gemma":[0.0007463829,0.00007593636,0.8590268,0.00002332395,0.000008330897,0.0000436358,0.00003996508,0.002355397,0.0001477916,0.02045692,0.1167225,0.000352964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638498,0.002141786,0.0009310653,0.001281646,0.0009605127,0.0002716885,0.00006036797,0.00007304702,0.03043008],"genre_scores_gemma":[0.9789967,0.00039967,0.007670616,0.001240526,0.0003142033,0.00001389006,0.00008062981,0.00002645745,0.01125732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5979623,"threshold_uncertainty_score":0.8255488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0703401119299537,"score_gpt":0.2590067245947717,"score_spread":0.188666612664818,"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."}}