{"id":"W2088623518","doi":"10.1016/j.ijlp.2003.05.001","title":"The relationship between defendant's social attributes, psychiatric assessment and sentencing—A case study in Switzerland","year":2004,"lang":"en","type":"article","venue":"International Journal of Law and Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Residence; Psychiatry; Mental health; Criminal responsibility; Forensic psychiatry; Population; Personality disorders; Psychology; Criminology; Criminal law; Medicine; Personality; Demography; Environmental health; Social psychology; Sociology","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":[0.0008726648,0.000484238,0.000388122,0.001976777,0.005737214,0.001542342,0.0005309476,0.002015406,0.00333776],"category_scores_gemma":[0.003646482,0.0003792327,0.0005648774,0.001095803,0.002384793,0.0007918284,0.001676062,0.001570085,0.0003291185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002339073,"about_ca_system_score_gemma":0.001398903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03970441,"about_ca_topic_score_gemma":0.07607023,"domain_scores_codex":[0.9989189,0.000487989,0.00004562009,0.0000865913,0.00009981778,0.0003611048],"domain_scores_gemma":[0.9981611,0.0009533301,0.0002763042,0.00007097,0.0001695857,0.0003687324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001225393,0.003651465,0.8876857,0.00007845355,0.000123526,0.06201489,0.02763433,0.0009338121,0.002147571,0.002242959,0.001055753,0.01120618],"study_design_scores_gemma":[0.00007231795,0.002105534,0.9435045,0.00005092961,0.0001414208,0.01958221,0.02988202,0.00166374,0.0007546641,0.0007924645,0.001338449,0.000111789],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990838,0.00004565261,0.00002944637,0.00006089798,0.000003835632,0.000004878633,0.00001553538,0.000001173315,0.0007548124],"genre_scores_gemma":[0.9996572,0.0000502777,0.00002853993,0.00001277323,0.000005727436,0.000004736132,0.00001587004,0.000001530434,0.000223284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03970441,"threshold_uncertainty_score":0.07894659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06508387359148322,"score_gpt":0.3983382201441808,"score_spread":0.3332543465526976,"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."}}