{"id":"W4399548650","doi":"10.1177/10778012241259727","title":"Canadian Gender-Based Violence Prevention Programs: Gaps and Opportunities","year":2024,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; Western University; Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intervention (counseling); Suicide prevention; Poison control; State (computer science); Injury prevention; Medicine; Human factors and ergonomics; Public relations; Criminology; Political science; Medical emergency; Environmental health; Psychology; Nursing; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009259243,0.0001664647,0.0001549815,0.0002322774,0.0004186784,0.0002587558,0.0002413145,0.0001362376,0.0001164613],"category_scores_gemma":[0.00005863318,0.0001658745,0.00005252468,0.0002764877,0.0003354648,0.0002738626,0.00002560309,0.0001572786,0.00005193579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004999194,"about_ca_system_score_gemma":0.002834522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01797064,"about_ca_topic_score_gemma":0.03406621,"domain_scores_codex":[0.9980598,0.0001537832,0.0002041156,0.0003863772,0.0003780044,0.0008179324],"domain_scores_gemma":[0.9988695,0.00006088875,0.00004141923,0.0001816177,0.00006580533,0.0007807296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006290578,0.00004798148,0.002384732,0.0001907089,0.00002727113,0.0001185032,0.0532086,0.000004368263,0.00008516866,0.009572196,0.000307008,0.9340472],"study_design_scores_gemma":[0.0005447909,0.0003656665,0.002504294,0.003961312,0.00005493502,0.000006918722,0.5541856,0.0006279894,0.0002251289,0.03888214,0.397539,0.001102251],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693676,0.003729875,0.00008460985,0.0009229926,0.0006669019,0.0004956438,0.00002416796,0.0002610989,0.02444706],"genre_scores_gemma":[0.9858712,0.01187265,0.0001028807,0.0007201956,0.0002295262,0.0001973516,0.00002990852,0.00001856469,0.0009577077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9329449,"threshold_uncertainty_score":0.9885688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06056212762472993,"score_gpt":0.3032991668768036,"score_spread":0.2427370392520737,"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."}}