{"id":"W2322824172","doi":"10.1177/1057567714547131","title":"Community Safety Officers in Western Canada","year":2014,"lang":"en","type":"article","venue":"International Criminal Justice Review","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Winnipeg","funders":"","keywords":"Public administration; Criminal justice; Political science; Community policing; Criminology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001702843,0.00007725093,0.0001492829,0.00003842281,0.0003175456,0.00003762487,0.0004595533,0.0000310069,0.0005160001],"category_scores_gemma":[0.001354578,0.00007733865,0.00004035647,0.0001176375,0.0000677749,0.0001961123,0.0000510981,0.0003203774,0.00007049656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088412,"about_ca_system_score_gemma":0.0004956043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9660479,"about_ca_topic_score_gemma":0.9910719,"domain_scores_codex":[0.9982408,0.0008224997,0.0002688511,0.00009539885,0.0003889425,0.0001835355],"domain_scores_gemma":[0.9988517,0.0006603856,0.0001178029,0.0001509468,0.000123989,0.00009522081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001951958,0.0009172145,0.0231042,0.01543544,0.000186087,0.00004369302,0.1294477,0.0007219685,0.00005049827,0.1855473,0.09612706,0.5482236],"study_design_scores_gemma":[0.00008767435,0.00001160242,0.01903195,0.001168546,0.0001841115,0.000005077658,0.005367966,0.00003726317,3.007579e-7,0.00002770076,0.973975,0.0001028108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1765039,0.00391999,0.0007957824,0.07509419,0.003650526,0.0006186983,0.00008088913,0.00008711874,0.7392489],"genre_scores_gemma":[0.9333252,0.04564223,0.0001831959,0.01772806,0.0005426744,0.0000146117,0.00003489026,0.00001031214,0.002518771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.877848,"threshold_uncertainty_score":0.564984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09781483029855695,"score_gpt":0.4213385946207117,"score_spread":0.3235237643221548,"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."}}