{"id":"W7128108132","doi":"","title":"AFROCENTRIC PRAXIS: ADDRESSING INTIMATE PARTNER VIOLENCE IN ONTARIO, CANADA","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; Qualitative research; Ethnic group; Sexual violence; Poison control; Interview","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":[0.0009407314,0.0003698117,0.0004392984,0.001121148,0.01706068,0.002443646,0.001591549,0.0008779362,0.005482493],"category_scores_gemma":[0.002838866,0.0006911946,0.0005182674,0.003758828,0.001427231,0.001159969,0.002499204,0.00158732,0.0003774882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08735049,"about_ca_system_score_gemma":0.1823707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987238,"about_ca_topic_score_gemma":0.9997529,"domain_scores_codex":[0.9985607,0.0001914047,0.00006680626,0.0001026071,0.0004270237,0.0006514675],"domain_scores_gemma":[0.9972016,0.0001884067,0.0003476256,0.00006453151,0.001180858,0.001017015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002549022,0.0005216355,0.7509422,0.0004802687,0.00007739834,0.0006997265,0.1718946,0.0002561728,0.001019445,0.002694672,0.01797285,0.05318602],"study_design_scores_gemma":[0.00004240292,0.0001357038,0.7778043,0.0002516356,0.00003948996,0.00008909696,0.1987775,0.0001633894,0.000199244,0.0001574464,0.0222918,0.00004808512],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796131,0.001124296,0.0001208576,0.004266954,0.00004494003,0.0003734508,0.001741355,0.00001028973,0.0127049],"genre_scores_gemma":[0.9680524,0.002736849,0.0005907024,0.00158317,0.00001820876,0.0002938907,0.0006917038,0.0000194756,0.02601349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08735049,"threshold_uncertainty_score":0.6337751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115530532340825,"score_gpt":0.2569565363318507,"score_spread":0.2358012310084424,"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."}}