{"id":"W7163302154","doi":"","title":"S1:E4 - From “Tough on Crime” Politician to Justice Reformer - Michael Bryant","year":2023,"lang":"","type":"article","venue":"eYLS (Yale Law School)","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Criminal justice; Civil liberties; Prison; Harm; Economic Justice; Mental health; Order (exchange); Criminal code; Prison reform","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000732003,0.0004561415,0.0005291241,0.0004716977,0.005798935,0.004219625,0.001044983,0.005672702,0.6767058],"category_scores_gemma":[0.005430061,0.000480321,0.0003839173,0.000976228,0.000426043,0.002453788,0.002465871,0.006020114,0.281598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974988,"about_ca_system_score_gemma":0.005575374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05377861,"about_ca_topic_score_gemma":0.1759468,"domain_scores_codex":[0.9991205,0.0001165551,0.0000374121,0.00006568458,0.0002483631,0.0004115066],"domain_scores_gemma":[0.9978224,0.0002743717,0.00006436602,0.00007281589,0.0007271572,0.001038902],"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":[0.000002665552,0.000004553419,0.00002371597,0.000008040593,1.192161e-7,0.00001883686,0.00002546341,0.000001838227,0.000006326326,0.0002093332,0.9984257,0.001273325],"study_design_scores_gemma":[0.000008634833,0.000006434119,0.0005829246,0.00006633718,6.439039e-7,0.000050769,0.000412678,0.00001551976,0.00002161437,0.0002253401,0.9986048,0.000004207704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001341014,0.001107273,0.0003387521,0.09406985,0.01174704,0.0009042092,0.01930256,0.0009380812,0.8702513],"genre_scores_gemma":[0.006819483,0.0006596298,0.0002258997,0.04802897,0.002095652,0.0005655737,0.00361353,0.0004962535,0.9374949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6767058,"threshold_uncertainty_score":0.46114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219039548389837,"score_gpt":0.331716151249884,"score_spread":0.2895257557659856,"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."}}