{"id":"W6893664177","doi":"10.5281/zenodo.4162346","title":"Patterns of Overkill in Sexual Homicides","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bivariate analysis; Homicide; Logistic regression; Sample (material); Poison control; Sexual identity; Sexual violence; Class (philosophy)","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":[0.0003343968,0.0001327791,0.0001993864,0.002218572,0.000412147,0.000583015,0.0003169747,0.0002563706,0.002170496],"category_scores_gemma":[0.003842296,0.0001433335,0.000207398,0.001038468,0.0005804227,0.0005037695,0.001051046,0.0003341323,0.0002740397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450454,"about_ca_system_score_gemma":0.0001691709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880673,"about_ca_topic_score_gemma":0.006017911,"domain_scores_codex":[0.9993227,0.0001805103,0.0001103734,0.0001168366,0.0001190688,0.0001505532],"domain_scores_gemma":[0.9944949,0.0005525316,0.004074464,0.0002474892,0.0002840928,0.000346677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005741461,0.00001204483,0.9963212,0.000008628143,0.00001553352,0.0001130357,0.0004081166,0.00002560712,0.0002335092,0.00002766446,0.00003754964,0.002739816],"study_design_scores_gemma":[6.21076e-7,0.00002319455,0.9987035,0.000005271901,0.000003108974,0.0004168538,0.0006753799,0.00004280076,0.00004451271,0.00002023914,0.0000616422,0.00000291139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995356,0.00006317772,0.00003860696,0.00001572054,9.085965e-7,0.000001817187,0.00005324027,0.000002181781,0.0002886575],"genre_scores_gemma":[0.9997477,0.00004463096,0.00002493919,0.000003246254,0.000001726868,0.00000142796,0.00008138204,0.000001154844,0.00009389761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002880673,"threshold_uncertainty_score":0.007261038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06187362547081848,"score_gpt":0.2902889970976547,"score_spread":0.2284153716268362,"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."}}