{"id":"W4406737824","doi":"10.7202/1115721ar","title":"The Power of Domestic Violence and Abuse Counter Narratives: Telling Stories in Parliamentary Debates","year":2024,"lang":"en","type":"article","venue":"Narrative Works","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Power (physics); Domestic violence; Political science; Criminology; Media studies; Sociology; Gender studies; Art; Suicide prevention; Poison control; Medical emergency; Literature; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02666606,0.001222021,0.0009959409,0.00510877,0.0185311,0.02111976,0.002614169,0.006797477,0.003239299],"category_scores_gemma":[0.07951388,0.001293478,0.0006311616,0.00436605,0.03987684,0.02295085,0.0158766,0.005969398,0.0007970421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008581204,"about_ca_system_score_gemma":0.002640285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003591397,"about_ca_topic_score_gemma":0.004232749,"domain_scores_codex":[0.930823,0.0586778,0.001657668,0.00156185,0.004952334,0.002327394],"domain_scores_gemma":[0.8633947,0.1193486,0.009366547,0.003344896,0.002450198,0.002095106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000413198,0.00001092852,0.0007839437,0.0001077341,0.000007519341,0.0008441437,0.9736661,0.00006067728,0.00032673,0.02053381,0.0007147712,0.002902308],"study_design_scores_gemma":[0.00001517347,0.00004998683,0.001245928,0.0005508532,0.00001775106,0.001438289,0.8973389,0.000371488,0.001391956,0.009611165,0.08793008,0.00003838191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646194,0.007068988,0.00879213,0.02918328,0.0005763647,0.0001827629,0.0002062441,0.00009964176,0.0892712],"genre_scores_gemma":[0.9927415,0.001331904,0.001156938,0.0008153441,0.0001457066,0.0001063998,0.00005335484,0.0000673999,0.003581428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02666606,"threshold_uncertainty_score":0.1410253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184310651662043,"score_gpt":0.3174353625338751,"score_spread":0.3055922560172547,"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."}}