{"id":"W7126294520","doi":"","title":"What Has Changed? A Critical Examination of the Duluth Model and Batterer Intervention / Partner Assault Response Programs","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Thematic analysis; Intervention (counseling); Intimate partner; Poison control; Suicide prevention; Human factors and ergonomics; Sexual assault","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":[0.04021546,0.0007146114,0.0009229765,0.005387153,0.03081408,0.01951204,0.00344313,0.006634758,0.001670591],"category_scores_gemma":[0.04070243,0.000540535,0.0006539486,0.005989118,0.05581972,0.0200491,0.007740425,0.01220661,0.0001555516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04166819,"about_ca_system_score_gemma":0.03688993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05630324,"about_ca_topic_score_gemma":0.06513586,"domain_scores_codex":[0.9564858,0.03434994,0.00081712,0.001365055,0.004824257,0.00215786],"domain_scores_gemma":[0.9505883,0.04153679,0.001591262,0.0007717437,0.004457803,0.001054098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001738493,0.00005429649,0.000975321,0.0005286185,0.000009272014,0.0006111426,0.5589427,0.0001174298,0.00008795079,0.4074467,0.0139109,0.01729827],"study_design_scores_gemma":[0.000007576538,0.00003375358,0.0008813813,0.002376472,0.00001580065,0.0001700945,0.7988105,0.0002437158,0.0001733074,0.03012617,0.1671344,0.00002688577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1224867,0.06444263,0.006609596,0.6189508,0.004940301,0.0004454974,0.00007778455,0.00005771753,0.1819889],"genre_scores_gemma":[0.9115192,0.03622869,0.004223732,0.03715287,0.001572469,0.0006102815,0.00003972914,0.00009676418,0.008556357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05630324,"threshold_uncertainty_score":0.3023253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04570394182467642,"score_gpt":0.3030119998424078,"score_spread":0.2573080580177314,"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."}}