{"id":"W4237489573","doi":"10.32920/ryerson.14661624","title":"Victim Age Polymorphism In Stranger Serial Sexual Offences","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychology; Recidivism; Pedophilia; Paraphilia; Clinical psychology; Sexual behavior; Poison control; Injury prevention; Medicine; Medical emergency","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":[0.0002791135,0.0001492533,0.000333819,0.001723144,0.0005016895,0.0005605336,0.0001946512,0.000353055,0.003236295],"category_scores_gemma":[0.002398735,0.0001589105,0.0002397884,0.0008506188,0.0004210542,0.0004431777,0.0006650156,0.0004197647,0.0003210733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392699,"about_ca_system_score_gemma":0.0001542192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165162,"about_ca_topic_score_gemma":0.001369606,"domain_scores_codex":[0.9996877,0.00006985156,0.00003512802,0.00006471021,0.00006617078,0.00007653986],"domain_scores_gemma":[0.998619,0.0002521411,0.0007459168,0.00009919139,0.00008300661,0.0002008372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002172415,0.0000694119,0.9901154,0.00001545209,0.00001538494,0.0006999675,0.001138714,0.00002836084,0.002152545,0.0001025255,0.00006608748,0.005378927],"study_design_scores_gemma":[0.000001449648,0.0001133012,0.9967853,0.000004736662,0.00000555803,0.002084554,0.000577858,0.00003741436,0.0001669104,0.00009798874,0.0001212576,0.000003670062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995902,0.00005879717,0.00003708079,0.000008994758,0.000001485716,0.000003083732,0.00003729073,0.000001200047,0.0002619075],"genre_scores_gemma":[0.9996346,0.00005375515,0.00005519921,0.000004467357,0.000002999831,0.000003182863,0.0000596,0.000001342171,0.0001847876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003236295,"threshold_uncertainty_score":0.01082647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04952891950666122,"score_gpt":0.3322270244889915,"score_spread":0.2826981049823303,"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."}}