{"id":"W3207593344","doi":"","title":"Risk Assessment and Criminogenic Needs Based on Sexual Assault Typologies","year":2021,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Typology; Psychology; Recidivism; Sex offense; Premise; Criminal justice; Commit; Human factors and ergonomics; Poison control; Social psychology; Risk assessment; Applied psychology; Sexual abuse; Clinical psychology; Criminology; Computer security; Medicine; Sociology; 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":[0.002712553,0.0003231954,0.0003405217,0.00440788,0.001168386,0.001579362,0.000664025,0.0005582125,0.002695075],"category_scores_gemma":[0.01927688,0.0002098239,0.000502979,0.001067387,0.001202801,0.002079234,0.003077495,0.0009756353,0.0001953382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314707,"about_ca_system_score_gemma":0.0008156465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00377426,"about_ca_topic_score_gemma":0.007107003,"domain_scores_codex":[0.9979309,0.0006022575,0.0002948931,0.000131363,0.0008042236,0.0002364014],"domain_scores_gemma":[0.9923424,0.002500894,0.002395791,0.0005233585,0.001488477,0.0007489946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009234348,0.0001387463,0.9654166,0.00006048281,0.00003710299,0.0002570788,0.01337654,0.0003005395,0.0003371885,0.00134719,0.0004241813,0.01821196],"study_design_scores_gemma":[0.00001519048,0.0001932872,0.95514,0.0001794508,0.00002942042,0.001234362,0.03480517,0.002225389,0.0003327575,0.00444372,0.001364239,0.00003688279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950677,0.00009450518,0.0005173626,0.0001975112,0.000007649792,0.0001074034,0.00007730808,0.000004656008,0.003926063],"genre_scores_gemma":[0.9981503,0.0001048602,0.001043507,0.00002374786,0.000005049416,0.0001033382,0.0001314516,0.000003004268,0.0004347072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00440788,"threshold_uncertainty_score":0.01434547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2274873303020603,"score_gpt":0.5220086863634726,"score_spread":0.2945213560614123,"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."}}