{"id":"W2125015632","doi":"10.1002/cbm.1886","title":"Structured professional judgement and sequential redirections","year":2013,"lang":"en","type":"article","venue":"Criminal Behaviour and Mental Health","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Psychological intervention; Judgement; Intervention (counseling); Psychology; Work (physics); Risk analysis (engineering); Management science; Applied psychology; Computer science; Medicine; Engineering; Psychiatry; Political 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":[0.04027284,0.0007329418,0.000706349,0.0022367,0.001859665,0.001858297,0.002258534,0.00168499,0.01167037],"category_scores_gemma":[0.1518829,0.0005110954,0.001042604,0.00156714,0.007244603,0.003052954,0.005526043,0.002787107,0.001751296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00385854,"about_ca_system_score_gemma":0.008081168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766985,"about_ca_topic_score_gemma":0.003784949,"domain_scores_codex":[0.938221,0.04744743,0.002342532,0.002717165,0.007913001,0.00135881],"domain_scores_gemma":[0.8935745,0.0732198,0.008500103,0.0134394,0.0078975,0.003368697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001684586,0.001013364,0.008718678,0.001392805,0.0001173836,0.0002561809,0.01962337,0.01043099,0.0007629733,0.3609644,0.01050367,0.5845317],"study_design_scores_gemma":[0.0008010484,0.001432584,0.007087605,0.00133513,0.0001048577,0.0005342357,0.004437666,0.05919701,0.001565506,0.8839945,0.0393374,0.0001725488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1524746,0.001288153,0.7045602,0.0082568,0.001320145,0.008749756,0.0003548145,0.0008710516,0.1221245],"genre_scores_gemma":[0.7809057,0.0004161661,0.2053744,0.000915153,0.0001494225,0.003010173,0.0002066653,0.00006894485,0.008953357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04027284,"threshold_uncertainty_score":0.2129857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723965601759137,"score_gpt":0.3715406702275305,"score_spread":0.3343010142099391,"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."}}