{"id":"W2009023742","doi":"10.1177/0093854807301559","title":"Directions for Violence and Sexual Risk Assessment in Correctional Psychology","year":2007,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Risk assessment; Psychology; Human factors and ergonomics; Poison control; Applied psychology; Suicide prevention; Sexual violence; Risk management; Occupational safety and health; Injury prevention; Risk management tools; Risk analysis (engineering); Criminology; Medicine; Medical emergency; Computer security; Computer science; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0006898327,0.0002254585,0.0002417251,0.0002872526,0.00026397,0.00003287232,0.0001080439,0.0001912173,0.0000819093],"category_scores_gemma":[0.00005855064,0.0002319195,0.00003842955,0.0001918987,0.0002225511,0.0001066159,0.00003444938,0.0004367037,0.00001291402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005634677,"about_ca_system_score_gemma":0.00003052256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000313587,"about_ca_topic_score_gemma":0.0005786219,"domain_scores_codex":[0.9982514,0.00007506914,0.0004017987,0.0006282894,0.0001381484,0.0005053181],"domain_scores_gemma":[0.9989783,0.0003946763,0.0001484815,0.0002325071,0.00006985832,0.0001762479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000924176,0.00194882,0.2416028,0.0002603969,0.00004836174,0.0001167302,0.004681877,0.000001343605,0.002020361,0.003164657,0.01185996,0.7333705],"study_design_scores_gemma":[0.00176471,0.001014518,0.9658777,0.00006470687,0.002578167,0.0005274647,0.02588527,0.00003172665,0.00002117772,0.0002263813,0.001696071,0.0003121686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940572,0.0009329516,0.007244528,0.00007980212,0.0489679,0.0004348654,0.00006628813,0.00005553812,0.001646081],"genre_scores_gemma":[0.9932587,0.0002275018,0.004234617,0.0004868206,0.001286545,0.0002256468,0.00002408777,0.00003435497,0.000221757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7330583,"threshold_uncertainty_score":0.9457402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540925217944704,"score_gpt":0.4185215516404278,"score_spread":0.3644290298459574,"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."}}