{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002638556,0.0006273733,0.0007792731,0.00274221,0.0003177976,0.0006198471,0.006936665,0.001044513,0.01424589],"category_scores_gemma":[0.000581764,0.0006482509,0.0001042992,0.00589459,0.001044661,0.0002975171,0.0005250514,0.001460072,0.0174256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008184342,"about_ca_system_score_gemma":0.001610465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7105596,"about_ca_topic_score_gemma":0.8844762,"domain_scores_codex":[0.9937983,0.0001545236,0.0005936808,0.002194885,0.0008005598,0.00245802],"domain_scores_gemma":[0.9951212,0.0001972023,0.0003744405,0.00302651,0.00004837861,0.001232265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000185666,0.00007622326,0.006416456,0.000008196576,0.00002564322,0.0004319088,0.001125419,0.000001009553,0.000002045466,0.05089021,0.9290953,0.01190903],"study_design_scores_gemma":[0.0004391458,0.0000951332,0.008424501,0.001064818,0.00001451674,0.00005370395,0.0008964241,0.00000675595,7.623441e-7,0.005247359,0.9829169,0.0008400081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001628255,0.0004861846,0.00003368536,0.0009562842,0.2212416,0.001131017,0.0001485739,0.0003284933,0.7755114],"genre_scores_gemma":[0.02527735,0.0001016509,0.006333854,0.004268279,0.00561748,0.0005339866,0.00002820491,0.002883238,0.9549559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2156241,"threshold_uncertainty_score":0.9995969,"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."}}