{"id":"W2642422257","doi":"","title":"The Accessibility of the LSAT: A Response to Dean Sossin and Dean Holloway","year":2017,"lang":"en","type":"article","venue":"","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Engineering; Mechanical engineering","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00506381,0.0000489463,0.00006438695,0.00001157652,0.003586005,0.0006599794,0.0008629172,0.00003860793,0.0001101718],"category_scores_gemma":[0.01202673,0.00002574234,0.00002974508,0.00009682795,0.0007268728,0.0003451105,0.0001675511,0.0001068977,0.00002391285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003225069,"about_ca_system_score_gemma":0.0003844739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003664631,"about_ca_topic_score_gemma":0.00898459,"domain_scores_codex":[0.9982365,0.00105854,0.0001245372,0.0001528812,0.0002725009,0.0001550656],"domain_scores_gemma":[0.9975294,0.001411826,0.000219635,0.0006587656,0.00009344528,0.00008689828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002309238,0.00005638444,0.8844246,0.000004294706,0.00001575467,3.348761e-7,0.0780102,0.000001600673,0.000982633,0.01197166,0.003699522,0.02060205],"study_design_scores_gemma":[0.00004853545,0.000009076825,0.7102653,0.000005077437,0.00000425589,1.060027e-7,0.003990481,0.000001284332,0.000213434,0.0003925083,0.2850384,0.00003156401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737926,0.00002128711,0.000009004094,0.09544563,0.0002911509,0.0001669002,6.24189e-7,0.0000149819,0.03025779],"genre_scores_gemma":[0.9687229,0.000007855078,0.0002849232,0.000222443,0.00006262733,0.000007077032,2.776598e-8,0.000003563776,0.03068852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2813389,"threshold_uncertainty_score":0.9977112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04814673942990071,"score_gpt":0.4546603563412534,"score_spread":0.4065136169113527,"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."}}