{"id":"W4253333779","doi":"10.32920/ryerson.14656734","title":"Diffusion of Responsibility: A Discourse Analysis of The Toronto Star’s Protrayal of Domestic Violence in the South Asian Community","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Framing (construction); Ideology; Domestic violence; Phenomenon; Racism; South asia; Criminology; Sociology; Gender studies; Political science; Poison control; Suicide prevention; Geography; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007215613,0.0006640652,0.0005278946,0.003159686,0.01200509,0.007453596,0.001255713,0.001978061,0.002900058],"category_scores_gemma":[0.01149433,0.0003407464,0.0003183763,0.003660386,0.01689846,0.004324249,0.006126354,0.003026018,0.0002331558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02101613,"about_ca_system_score_gemma":0.01137182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1676547,"about_ca_topic_score_gemma":0.2147872,"domain_scores_codex":[0.9945548,0.003714814,0.0001716245,0.0003315217,0.0007875948,0.0004396554],"domain_scores_gemma":[0.984104,0.0124461,0.0009110574,0.0003771815,0.001366429,0.0007951569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007903393,0.000004935296,0.0005963998,0.00002382379,0.000001342795,0.0001886969,0.9957141,0.00001422661,0.0002624823,0.002209822,0.0002023052,0.0007739471],"study_design_scores_gemma":[0.000002184487,0.000007885566,0.002329542,0.00007415102,0.000003834844,0.00006113631,0.9887404,0.000135395,0.0002740658,0.0004501946,0.007913046,0.000008102764],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658358,0.0004593907,0.001639682,0.005073645,0.00007855678,0.0001013818,0.0002187475,0.00002025305,0.02657264],"genre_scores_gemma":[0.9940029,0.0003772925,0.0007380024,0.0002355691,0.00002664879,0.00004952401,0.0001031695,0.00002996333,0.004436883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8323452,"threshold_uncertainty_score":0.3333578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837291190264165,"score_gpt":0.3758647924196618,"score_spread":0.3374918805170201,"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."}}