{"id":"W2549338198","doi":"10.60082/2817-5069.2997","title":"Equality Before the Law? Evaluating Criminal Case Outcomes in Canada","year":2016,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Adjudication; Conviction; Premise; Normative; Law; Political science; Criminal law; Criminology; Representation (politics); Criminal justice; Criminal Conviction; Sociology; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003159334,0.0003057818,0.0005296463,0.004272166,0.004863178,0.002666577,0.002120426,0.0005186514,0.002340501],"category_scores_gemma":[0.01705735,0.0002845926,0.0004524241,0.01025786,0.001851654,0.0009240078,0.002084899,0.001031362,0.0002764147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07755758,"about_ca_system_score_gemma":0.09735235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975265,"about_ca_topic_score_gemma":0.9992686,"domain_scores_codex":[0.9970355,0.0003215561,0.0001881687,0.0002548681,0.00126783,0.0009320795],"domain_scores_gemma":[0.9865512,0.001072074,0.002571575,0.0003728701,0.007265074,0.002167262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008682056,0.00007086229,0.9624901,0.00008371458,0.00008149171,0.000139765,0.005674095,0.0003556662,0.0001292709,0.001747673,0.006240794,0.02289958],"study_design_scores_gemma":[0.000006482413,0.0000196654,0.9878249,0.00009636515,0.00003348759,0.00004169713,0.006857058,0.0004970132,0.0001286746,0.0002630622,0.004209626,0.00002199366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775537,0.0009094416,0.000347248,0.001905419,0.00002979238,0.0001423757,0.005741137,0.00001467828,0.01335611],"genre_scores_gemma":[0.9947519,0.00055021,0.0004810768,0.0001823858,0.000007981586,0.0000330884,0.00253711,0.00001018727,0.001446185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07755758,"threshold_uncertainty_score":0.5627223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083869409517347,"score_gpt":0.3910181827780401,"score_spread":0.2826312418263054,"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."}}