{"id":"W6943618359","doi":"10.17605/osf.io/pae9y","title":"Psychopathy in Canadian Caselaw","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopathy; Adversarial system; Field (mathematics); Forensic psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01020004,0.0004660572,0.000405878,0.02425058,0.01731393,0.005960179,0.002406629,0.0009763532,0.007291248],"category_scores_gemma":[0.04211123,0.0003893512,0.000410107,0.02374924,0.005945887,0.001850643,0.005016806,0.001503531,0.0003730088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1224963,"about_ca_system_score_gemma":0.2028442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929886,"about_ca_topic_score_gemma":0.9966815,"domain_scores_codex":[0.9863652,0.001750419,0.0007976744,0.001142423,0.007919493,0.002024769],"domain_scores_gemma":[0.966446,0.005379943,0.003733073,0.0008861541,0.02084487,0.00271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000115678,0.0001139209,0.2054607,0.002167282,0.00008408253,0.003126384,0.1860317,0.0008499902,0.0008983703,0.1410147,0.1631247,0.2970124],"study_design_scores_gemma":[0.00001470686,0.00003037895,0.4706926,0.003845614,0.0000810018,0.001170896,0.1082695,0.0006650641,0.0004978516,0.009664834,0.4048959,0.0001715284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5010812,0.0404251,0.002980637,0.05674544,0.001359347,0.001054847,0.01365998,0.0001699846,0.3825234],"genre_scores_gemma":[0.9474299,0.01829337,0.00294842,0.005552925,0.0001739858,0.0002577113,0.003720194,0.0000758871,0.02154767],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1224963,"threshold_uncertainty_score":0.8887773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208008075340725,"score_gpt":0.406133911455304,"score_spread":0.3640538307018968,"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."}}