{"id":"W7116127810","doi":"10.82267/3608","title":"Law Enforcement and Critical Incident Training","year":2022,"lang":"en","type":"article","venue":"","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law enforcement; Officer; Mental health; Mental illness; Population; Training (meteorology); Mental health law; Certification; Quarter (Canadian coin)","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":[0.007681801,0.0002557439,0.0004406968,0.001325763,0.005092775,0.003500996,0.001198919,0.0009086619,0.01182687],"category_scores_gemma":[0.0307474,0.0003688155,0.0003035349,0.001333993,0.002038402,0.00169437,0.002286769,0.001804195,0.0005923809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003461794,"about_ca_system_score_gemma":0.01016817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038652,"about_ca_topic_score_gemma":0.01677258,"domain_scores_codex":[0.9881722,0.006260414,0.0007418822,0.0007433665,0.002586962,0.001495074],"domain_scores_gemma":[0.9767304,0.008923397,0.007749509,0.0008433607,0.002099547,0.003653788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007365783,0.01316847,0.5727789,0.00230431,0.0001983253,0.001051375,0.1205561,0.0002595889,0.0005910093,0.01126767,0.01316265,0.263925],"study_design_scores_gemma":[0.0002149569,0.003754855,0.6614252,0.003378923,0.0001078429,0.000791106,0.257463,0.0003519343,0.0004478522,0.003217022,0.06876814,0.00007911935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950135,0.002161165,0.0006329356,0.004752876,0.0002793052,0.0008998372,0.0001435635,0.00001208263,0.04098324],"genre_scores_gemma":[0.9876826,0.00162904,0.001164051,0.002021605,0.0001698977,0.001064476,0.000113352,0.00001166603,0.006143249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182687,"threshold_uncertainty_score":0.04062575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05858126258700403,"score_gpt":0.3555663760408631,"score_spread":0.296985113453859,"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."}}