{"id":"W3138202115","doi":"10.35502/jcswb.183","title":"Police De-Escalation Training & Education: Nationally, Provincially, and Municipally","year":2021,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Law enforcement; Mental health; Political science; Government (linguistics); Narrative; Enforcement; Public relations; Public administration; Criminology; Psychology; Law; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003256169,0.000360747,0.0005905795,0.003237385,0.001919367,0.004497547,0.001002696,0.001338972,0.003249959],"category_scores_gemma":[0.01237271,0.0002252181,0.0003755401,0.006898397,0.001650177,0.001846459,0.001574321,0.001680323,0.0002894458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02826144,"about_ca_system_score_gemma":0.07920483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5402815,"about_ca_topic_score_gemma":0.725091,"domain_scores_codex":[0.9974517,0.0009209083,0.0002266258,0.0002146761,0.0006545075,0.0005315606],"domain_scores_gemma":[0.9939927,0.002422438,0.0006127935,0.0001156135,0.002429344,0.0004270559],"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":[0.00007899734,0.00009464037,0.0103108,0.03203911,0.0001124757,0.0002887586,0.0254539,0.0003282344,0.0002845594,0.03430103,0.03699487,0.8597126],"study_design_scores_gemma":[0.00002471885,0.0001155286,0.06119144,0.09904703,0.0002748519,0.0004365896,0.06010113,0.000195912,0.0003724717,0.002860123,0.7753245,0.00005576001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01206813,0.927797,0.0003828493,0.03471697,0.00122126,0.00009902225,0.0001414082,0.0000217725,0.02355155],"genre_scores_gemma":[0.187426,0.8015678,0.0008221496,0.005830486,0.0004753039,0.0001653934,0.0001204516,0.00001613553,0.003576356],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4597185,"threshold_uncertainty_score":0.9248517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02863584359476702,"score_gpt":0.3331896288996527,"score_spread":0.3045537853048857,"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."}}