{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098815,0.0003506092,0.000349903,0.001849744,0.00795858,0.002374962,0.001039981,0.000555121,0.006546673],"category_scores_gemma":[0.003014759,0.0002622063,0.0002021447,0.006393217,0.001314523,0.0005234216,0.001155671,0.0008336306,0.0004983235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06798523,"about_ca_system_score_gemma":0.1722886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971089,"about_ca_topic_score_gemma":0.9988329,"domain_scores_codex":[0.9982371,0.0001751162,0.0000618623,0.0001522526,0.0008231648,0.0005504805],"domain_scores_gemma":[0.9959484,0.0002179683,0.0003689504,0.0000405206,0.002425961,0.0009982794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000337726,0.0003432742,0.2019165,0.002959636,0.00015517,0.002393842,0.07283251,0.0008095077,0.001499454,0.03318794,0.244385,0.4391794],"study_design_scores_gemma":[0.00004321799,0.0001560917,0.4255343,0.002182612,0.0001105131,0.000520007,0.1096223,0.000338625,0.0004062772,0.001024168,0.4599628,0.00009892092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6676291,0.1025045,0.0005574048,0.02563942,0.0007631454,0.0003522801,0.003250453,0.00008728873,0.1992163],"genre_scores_gemma":[0.897505,0.0553606,0.0005570463,0.004680844,0.0001065121,0.00008569288,0.001056021,0.00003456489,0.04061355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06798523,"threshold_uncertainty_score":0.4932697,"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."}}