{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007538088,0.0001052679,0.0002324818,0.0001174109,0.0007917905,0.0009849545,0.0004435866,0.0001778312,0.02250908],"category_scores_gemma":[0.0001221125,0.0001922689,0.00009322903,0.001742857,0.0003277837,0.002474306,0.0000550738,0.0004542261,0.00002500247],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018889,"about_ca_system_score_gemma":0.006962614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900271,"about_ca_topic_score_gemma":0.9989781,"domain_scores_codex":[0.9972332,0.0004012298,0.0003284378,0.0003159209,0.0004371777,0.001284002],"domain_scores_gemma":[0.9984021,0.0001835181,0.0004196847,0.000198157,0.00009862726,0.0006979259],"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":[0.00004958002,0.0002633769,0.06556386,0.00002324387,0.0002276764,0.00001555978,0.03791338,0.0002914173,0.000001040772,0.3617369,0.3198695,0.2140445],"study_design_scores_gemma":[0.0003349952,0.0001856833,0.002566313,0.00006732364,0.00003729657,0.00006861448,0.005513048,0.00008141303,1.998666e-7,0.05174691,0.9391594,0.0002387846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1965295,0.0003828687,6.620812e-7,0.00303546,0.0005323892,0.000423935,0.00002916081,0.0001928564,0.7988731],"genre_scores_gemma":[0.9848253,0.001154832,0.001287984,0.0008025431,0.002084624,0.00004507668,0.00009760225,0.00003735801,0.009664707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7892084,"threshold_uncertainty_score":0.998667,"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."}}