{"id":"W2101494363","doi":"10.1177/0093854811403123","title":"Evaluation of a Violence Risk (Threat) Assessment Training Program for Police and Other Criminal Justice Professionals","year":2011,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Risk assessment; Vignette; Criminal justice; Psychology; Poison control; Suicide prevention; Human factors and ergonomics; Injury prevention; Recidivism; Applied psychology; Medicine; Psychiatry; Criminology; Medical emergency; Computer security; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001826891,0.000320487,0.000375899,0.0001833252,0.0002818513,0.00003024855,0.0001974752,0.0001993193,0.0001852435],"category_scores_gemma":[0.0001042787,0.0002882715,0.00008314764,0.000137295,0.0002905919,0.0001559048,0.00005522614,0.0002796624,0.000006925612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000521661,"about_ca_system_score_gemma":0.0001594998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006483502,"about_ca_topic_score_gemma":0.0000877009,"domain_scores_codex":[0.9974345,0.0003236074,0.0005427044,0.0006338572,0.0005517125,0.0005135948],"domain_scores_gemma":[0.9983317,0.0002518166,0.0004542165,0.0003527853,0.0004153305,0.0001942146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006528443,0.002886086,0.00566061,0.001891269,0.0001231396,0.000007806005,0.1072127,4.224982e-7,0.001154308,0.003625561,0.0008254703,0.8759598],"study_design_scores_gemma":[0.004642968,0.0038354,0.3453642,0.0009983924,0.1507459,0.0002305944,0.4915419,0.0006877912,0.0003338984,0.0007063972,0.0001626887,0.0007498652],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838286,0.0007295309,0.000702821,0.00001436972,0.009430001,0.001731272,0.0001182078,0.00006375281,0.003381461],"genre_scores_gemma":[0.979791,0.00003804479,0.01789543,0.00018893,0.0007012685,0.001268512,0.00001429909,0.00005227164,0.00005025975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8752099,"threshold_uncertainty_score":0.999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2437527520302283,"score_gpt":0.4743862220187387,"score_spread":0.2306334699885104,"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."}}