{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001293615,0.00004259905,0.00008958735,0.00003732803,0.0009204562,0.00004909735,0.0001757234,0.00004405601,0.0008922005],"category_scores_gemma":[0.0009205395,0.00004167605,0.00002976743,0.0004107575,0.0006054663,0.0003647216,0.0001317518,0.0001024666,0.00003247091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008210519,"about_ca_system_score_gemma":0.0001601546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006598374,"about_ca_topic_score_gemma":0.01000866,"domain_scores_codex":[0.9982437,0.0003101341,0.0001440063,0.0001430071,0.0008663488,0.0002927804],"domain_scores_gemma":[0.9987853,0.0001810543,0.00002725413,0.0001718546,0.0007553669,0.00007913142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001921252,0.00002495141,0.0001054815,0.00004421885,0.000004916571,0.000008380215,0.002107316,0.000005684511,0.003069095,0.992553,0.0007756563,0.001282081],"study_design_scores_gemma":[0.00004871059,0.00005505112,0.0001229589,0.00004219049,0.000002176524,5.492781e-7,0.005244584,0.000003007503,0.04792111,0.01512573,0.9313875,0.00004637041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03635889,0.0001853998,0.00003141906,0.008184327,0.0001376407,0.0002067493,0.00001908235,0.0000368897,0.9548396],"genre_scores_gemma":[0.9881186,0.0003684146,0.000370754,0.00007425441,0.00005872256,0.00001320004,0.000007170002,0.000004525044,0.01098434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9774273,"threshold_uncertainty_score":0.9974812,"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."}}