{"id":"W7113152058","doi":"","title":"Patterns of Misogynistic Violence in Canada: A Latent Class Analysis of Perpetrator Ideology, Power, and Legal Response","year":2025,"lang":"","type":"preprint","venue":"PsyArXiv (OSF Preprints)","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Latent class model; Context (archaeology); Ideology; Verbal abuse; Sexual assault; Poison control; Domestic violence","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":[0.001810317,0.0004881255,0.0005309529,0.005102616,0.007475899,0.002263111,0.002436008,0.0005782014,0.003052659],"category_scores_gemma":[0.00704376,0.0006264079,0.0007656508,0.007018701,0.002200909,0.0006406396,0.00259643,0.001170379,0.0002394002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05135439,"about_ca_system_score_gemma":0.05437622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956204,"about_ca_topic_score_gemma":0.9962166,"domain_scores_codex":[0.9974389,0.0002291222,0.0001363043,0.000255701,0.001046517,0.0008935097],"domain_scores_gemma":[0.9944886,0.0003845965,0.001592487,0.0002576863,0.002185232,0.001091263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002922554,0.00002306595,0.990785,0.00001526013,0.00002230271,0.00006346552,0.004676832,0.0001027056,0.00009284946,0.0003357241,0.0007121775,0.003141392],"study_design_scores_gemma":[0.000004101018,0.0000151898,0.9872387,0.00004517959,0.00001567841,0.00007037338,0.01021136,0.0009574787,0.00006565377,0.0001105444,0.001247579,0.00001811123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99563,0.0001699694,0.000239083,0.0003951425,0.000006683848,0.00007381745,0.001877696,0.000008571221,0.001599126],"genre_scores_gemma":[0.9969978,0.0002305489,0.0003113724,0.0000400624,0.000002937443,0.00003566838,0.001628572,0.00000744833,0.0007455718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05135439,"threshold_uncertainty_score":0.3726039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059890055337462,"score_gpt":0.2993156147370453,"score_spread":0.2787167141836707,"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."}}