{"id":"W2139068709","doi":"10.1177/0306624x11414693","title":"Predictive Accuracy of Dynamic Risk Factors for Aboriginal and Non-Aboriginal Sex Offenders","year":2011,"lang":"en","type":"article","venue":"International Journal of Offender Therapy and Comparative Criminology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Public Safety Canada","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Recidivism; Psychology; Predictive validity; Demography; Exploratory research; Population; Human factors and ergonomics; Predictive value; Poison control; Clinical psychology; Medicine; Medical emergency; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0007127095,0.0003836661,0.0002932475,0.00136295,0.0008343069,0.0007042959,0.0005661999,0.0002981835,0.001565615],"category_scores_gemma":[0.004533697,0.0002179235,0.0005708443,0.0006822147,0.0004641301,0.0002389173,0.0007171383,0.0004952564,0.0001691088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465674,"about_ca_system_score_gemma":0.002195341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4130698,"about_ca_topic_score_gemma":0.5664068,"domain_scores_codex":[0.9996841,0.00005527005,0.00002838024,0.00004800819,0.00009935335,0.00008492998],"domain_scores_gemma":[0.9983015,0.000251004,0.0005280973,0.0001111235,0.000460504,0.0003475881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005309705,0.00001454376,0.9971711,0.000006499321,0.00001993811,0.00003694698,0.0002751566,0.00006917616,0.0000795582,0.0000270263,0.00006003771,0.002186906],"study_design_scores_gemma":[0.000002579058,0.00003795733,0.9985473,0.00001524505,0.00002146879,0.00008238504,0.0007581112,0.0003393142,0.00006087962,0.00002728746,0.0001032091,0.00000432215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990976,0.0001000024,0.00004024944,0.00003901983,0.000003639264,0.000007692612,0.0001184294,0.000003140382,0.0005902772],"genre_scores_gemma":[0.999274,0.00008755309,0.0001671276,0.000005231642,0.000001948381,0.000005257971,0.0002477336,0.000001461078,0.0002097485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4130698,"threshold_uncertainty_score":0.8213308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.18847763488085,"score_gpt":0.403076185698843,"score_spread":0.2145985508179929,"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."}}