{"id":"W2209577584","doi":"10.1071/he11442","title":"A numbers game: lack of gendered data impedes prevention of disaster-related family violence","year":2011,"lang":"en","type":"article","venue":"Health Promotion Journal of Australia","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Domestic violence; Government (linguistics); Context (archaeology); Psychological intervention; Public relations; Promotion (chess); Poison control; Suicide prevention; Medicine; Criminology; Political science; Psychology; Environmental health; Nursing; Geography; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002170482,0.00009060646,0.0002753683,0.0001247203,0.00008626971,0.00001519208,0.0005984105,0.00007117984,0.0003523892],"category_scores_gemma":[0.00008508102,0.00007823416,0.00008097682,0.0003135533,0.0003036313,0.0007005802,0.0000702933,0.0001481155,0.000009001641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000462278,"about_ca_system_score_gemma":0.0002750101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009919072,"about_ca_topic_score_gemma":0.0002429862,"domain_scores_codex":[0.9976314,0.0004730842,0.0009450816,0.0001555088,0.0005318671,0.0002630122],"domain_scores_gemma":[0.9978051,0.00001997443,0.00155918,0.000247926,0.0002039145,0.0001639607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001190042,0.0109571,0.2442544,0.005762662,0.001077947,0.00007461928,0.3992239,0.0001370934,0.005882403,0.04612615,0.02796217,0.2573515],"study_design_scores_gemma":[0.004035544,0.0061788,0.8343385,0.007227672,0.0003281854,0.00002690699,0.1068125,0.0001467852,0.0009610134,0.03590102,0.003397416,0.000645638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958019,0.000137739,0.001248798,0.0004543861,0.000515044,0.0003561184,0.00001284471,0.000009429898,0.001463743],"genre_scores_gemma":[0.9969887,0.0005726005,0.001162654,0.00001186682,0.00004852381,9.800771e-7,0.000005676872,0.000005670284,0.00120334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5900842,"threshold_uncertainty_score":0.3858414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.444982783439251,"score_gpt":0.4757254023467373,"score_spread":0.03074261890748636,"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."}}