{"id":"W2562284526","doi":"10.1093/oxfordhb/9780199948154.013.19","title":"Adult Offender Assessment and Classification in Custodial Settings","year":2016,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Officer; Psychology; Risk assessment; Prison; Applied psychology; Criminology; Computer security; Political science; Computer science","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":[0.001496147,0.0002681017,0.0001887354,0.001632108,0.001084994,0.002105258,0.0005813614,0.0006169492,0.007940739],"category_scores_gemma":[0.003634629,0.0001409962,0.0001431256,0.001489501,0.001177735,0.001789904,0.001469086,0.001030811,0.00143897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419575,"about_ca_system_score_gemma":0.001849414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009921494,"about_ca_topic_score_gemma":0.02368095,"domain_scores_codex":[0.9990504,0.0003926762,0.00008186377,0.00007918528,0.0002984166,0.00009738313],"domain_scores_gemma":[0.9991867,0.0003237309,0.00009872838,0.00004543582,0.0002204581,0.0001249185],"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":[0.00004333365,0.0001116691,0.01948485,0.0003057599,0.000004555123,0.0008851812,0.02514601,0.0004497512,0.0005574545,0.05937822,0.09283308,0.8008001],"study_design_scores_gemma":[0.000008071339,0.0001550247,0.1002942,0.00389279,0.00001184978,0.005153496,0.05070725,0.001667316,0.0009557595,0.05307863,0.7840179,0.00005783251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1747261,0.07187394,0.03269318,0.02323516,0.00204061,0.0005945536,0.001192357,0.0004876655,0.6931565],"genre_scores_gemma":[0.6588445,0.0860661,0.05163638,0.002802291,0.001053967,0.0004123668,0.001257959,0.0001905317,0.1977359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009921494,"threshold_uncertainty_score":0.02656442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091800326679553,"score_gpt":0.2807538987292477,"score_spread":0.2498358954624522,"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."}}