{"id":"W3215317100","doi":"10.26443/glsars.v1i1.134","title":"Privatization of Law Enforcement","year":2021,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"McGill University","keywords":"Accountability; Discretion; Law enforcement; Community policing; Public administration; Democracy; Enforcement; Political science; Police brutality; Public relations; Business; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004651521,0.0003096788,0.0005005235,0.002024404,0.0037417,0.007892022,0.001634375,0.002549525,0.04448519],"category_scores_gemma":[0.01092695,0.0007314974,0.0009517904,0.00204932,0.004857549,0.006818486,0.005687735,0.005064968,0.005795634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01322402,"about_ca_system_score_gemma":0.01941444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003206,"about_ca_topic_score_gemma":0.02159258,"domain_scores_codex":[0.9921003,0.001482159,0.0003491773,0.002041775,0.002267085,0.001759583],"domain_scores_gemma":[0.988279,0.00260109,0.001573191,0.003620099,0.002644881,0.001281782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004873735,0.0002467296,0.003982809,0.0002887014,0.00004984357,0.0001708348,0.001540073,0.002156303,0.0009536838,0.8388503,0.05614471,0.09556732],"study_design_scores_gemma":[0.0001180218,0.0001461682,0.01524994,0.0004823383,0.00003935573,0.0002896643,0.001289862,0.006641212,0.001264771,0.1459393,0.8284758,0.00006350423],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05861707,0.003882299,0.03230386,0.07258679,0.001550869,0.0004910211,0.0007385384,0.001540924,0.8282887],"genre_scores_gemma":[0.735763,0.002183167,0.006281364,0.01446239,0.001237219,0.0004088402,0.000512511,0.0002527625,0.2388986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04448519,"threshold_uncertainty_score":0.1488178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2485614654002249,"score_gpt":0.4781120711560037,"score_spread":0.2295506057557788,"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."}}