{"id":"W7077447910","doi":"10.17605/osf.io/xszrk","title":"Psychopathy in Canadian Caselaw","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","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":[0.00978657,0.0004691932,0.0004299822,0.01973266,0.01903198,0.005379526,0.00233743,0.001080816,0.006341511],"category_scores_gemma":[0.05029004,0.0005483232,0.000368719,0.02106869,0.005130357,0.001765943,0.005290352,0.001874567,0.0004229792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1007806,"about_ca_system_score_gemma":0.1596286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869993,"about_ca_topic_score_gemma":0.99413,"domain_scores_codex":[0.9851664,0.002043744,0.0009679701,0.001400956,0.00843584,0.001985236],"domain_scores_gemma":[0.9623281,0.005484633,0.004595916,0.001045699,0.02393815,0.002607466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001749619,0.0001020896,0.2722469,0.001821801,0.000112537,0.004585843,0.2688726,0.000938488,0.001716248,0.06292363,0.1465763,0.2399287],"study_design_scores_gemma":[0.00001891571,0.00004008406,0.5654523,0.003180975,0.00009558787,0.001488018,0.1065456,0.000824217,0.0009374404,0.005309374,0.3158759,0.0002314916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7652532,0.02321672,0.003821769,0.0361698,0.001079734,0.001088709,0.009553821,0.0001708826,0.1596454],"genre_scores_gemma":[0.9687893,0.01024403,0.002582529,0.003246627,0.0001056372,0.0002272239,0.00238575,0.00007077572,0.01234801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007806,"threshold_uncertainty_score":0.7312182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248785184268415,"score_gpt":0.2350501139828951,"score_spread":0.222562262140211,"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."}}