{"id":"W6982584598","doi":"","title":"Instructional practices of Canadian police officer training programs","year":2015,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Officer; Training (meteorology); Field training; Job training; Government (linguistics); On-the-job training; Workforce development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002689963,0.0003016746,0.0002889704,0.0028308,0.009328009,0.002901168,0.001481011,0.0007809359,0.003843036],"category_scores_gemma":[0.01175116,0.0005100165,0.000277354,0.003622317,0.001523509,0.0007946471,0.001826022,0.001765254,0.0003201252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04586252,"about_ca_system_score_gemma":0.06375459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806449,"about_ca_topic_score_gemma":0.992631,"domain_scores_codex":[0.9966328,0.0006218465,0.0001632171,0.0002007739,0.001163875,0.001217588],"domain_scores_gemma":[0.9825905,0.002061577,0.00189594,0.0001409816,0.007901376,0.005409584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003017559,0.001144954,0.5850738,0.0002984233,0.00004375026,0.0003322545,0.3371047,0.0003053438,0.00127214,0.0009810315,0.009520523,0.06362133],"study_design_scores_gemma":[0.00001343069,0.0001806382,0.7182694,0.0002730899,0.00001926472,0.00005033761,0.2656346,0.0002457176,0.0003895855,0.00005889453,0.01481782,0.00004723539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919209,0.0002681846,0.00005813472,0.0009499596,0.00002280648,0.00006483832,0.0001934963,0.000008327402,0.006513221],"genre_scores_gemma":[0.994945,0.0004821337,0.0001682906,0.0003521188,0.000008948647,0.00004235695,0.0001219018,0.000007568083,0.003871673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04586252,"threshold_uncertainty_score":0.3327574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537188039030209,"score_gpt":0.2950782761567658,"score_spread":0.2297063957664637,"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."}}