{"id":"W2050777775","doi":"10.1177/1098611115577144","title":"Moving Beyond Arrest and Reconceptualizing Police Discretion","year":2015,"lang":"en","type":"article","venue":"Police Quarterly","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Seriousness; Discretion; Situational ethics; Psychology; Action (physics); Observational study; Social psychology; Criminology; Political science; Law; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.007930683,0.0004932638,0.0004906392,0.003594538,0.002897588,0.006521242,0.001639719,0.0008889067,0.001532475],"category_scores_gemma":[0.03646012,0.0003791532,0.0005024777,0.001793476,0.01057908,0.005471485,0.006193404,0.002773717,0.0001284069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005356943,"about_ca_system_score_gemma":0.01071606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07758907,"about_ca_topic_score_gemma":0.09757944,"domain_scores_codex":[0.9891391,0.006000321,0.0005218466,0.0008746954,0.001753899,0.001710089],"domain_scores_gemma":[0.9766812,0.007911471,0.007037648,0.003613748,0.002940038,0.00181582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002269524,0.0002216203,0.4273264,0.0003065327,0.0001583279,0.0006832807,0.2580989,0.004594622,0.001941332,0.1783667,0.001943764,0.1261317],"study_design_scores_gemma":[0.00003633167,0.000243953,0.5063086,0.0009055864,0.0001111536,0.0005238634,0.2760282,0.0130594,0.00180024,0.1665087,0.03422022,0.0002538428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333809,0.0008091989,0.02200109,0.00593451,0.00005541031,0.000160397,0.0001216552,0.00006375821,0.03747293],"genre_scores_gemma":[0.9976764,0.0001557602,0.001462417,0.00009569775,0.00001338495,0.00001294274,0.00003029358,0.00000993068,0.0005430816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07758907,"threshold_uncertainty_score":0.1542749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06663517858656247,"score_gpt":0.3696828354355214,"score_spread":0.3030476568489589,"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."}}