{"id":"W2947923688","doi":"10.1002/9781119139980.ch28","title":"Offender Risk and Need Assessment","year":2019,"lang":"en","type":"other","venue":"","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Recidivism; Credibility; Risk assessment; Psychology; Context (archaeology); Criminal justice; Actuarial science; Interpersonal communication; Economic Justice; Risk management tools; Applied psychology; Intervention (counseling); Social psychology; Criminology; Psychiatry; Computer security; Political science; Computer science; Law; Business; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187901,0.0004699501,0.0003074246,0.002786722,0.001147148,0.002175287,0.0006115521,0.0006756088,0.01331704],"category_scores_gemma":[0.01206787,0.0001493298,0.0003741274,0.0008102773,0.0008291577,0.002703061,0.002332452,0.001197182,0.00156852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458368,"about_ca_system_score_gemma":0.001905632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228944,"about_ca_topic_score_gemma":0.005492347,"domain_scores_codex":[0.9982119,0.0006150886,0.0002033404,0.0000763562,0.0007393336,0.000154012],"domain_scores_gemma":[0.9962341,0.001405793,0.0006809472,0.0001283628,0.001195759,0.0003550219],"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":[0.0001877254,0.0004240189,0.08937766,0.0009851126,0.00003305408,0.001313947,0.02713278,0.0009626206,0.001136777,0.07795752,0.03821385,0.762275],"study_design_scores_gemma":[0.00003121117,0.0007770038,0.2268794,0.004919415,0.0001021215,0.01104636,0.09376425,0.003833274,0.00314464,0.08017699,0.5751162,0.000209246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2637402,0.009489565,0.03532488,0.0254297,0.0006627887,0.002221576,0.001484405,0.0004398604,0.661207],"genre_scores_gemma":[0.7947432,0.0184432,0.05612233,0.002217336,0.0003803204,0.001692666,0.001452272,0.0001365034,0.1248122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01331704,"threshold_uncertainty_score":0.04454994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869368229064521,"score_gpt":0.3255102652789678,"score_spread":0.3068165829883225,"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."}}