{"id":"W4408954490","doi":"10.1080/17441692.2024.2446720","title":"Addressing ‘wicked complex problems’: Qualitative understandings of sexual violence prevention in male-dominated industries","year":2025,"lang":"en","type":"article","venue":"Global Public Health","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Government of Western Australia","keywords":"Qualitative research; Sexual violence; Poison control; Sociology; Gender studies; Suicide prevention; Human factors and ergonomics; Occupational safety and health; Injury prevention; Structural violence; Criminology; Psychology; Political science; Medicine; Environmental health; Social science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04828008,0.0007745786,0.00103241,0.002903103,0.01136468,0.008741189,0.002912331,0.002438372,0.003084864],"category_scores_gemma":[0.03983625,0.0009902342,0.0008244845,0.002754031,0.03013397,0.01046733,0.01087475,0.004008987,0.0002871644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008206864,"about_ca_system_score_gemma":0.0110457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038371,"about_ca_topic_score_gemma":0.0155168,"domain_scores_codex":[0.9534329,0.04135039,0.0008173568,0.0009286653,0.001625458,0.001845226],"domain_scores_gemma":[0.9523792,0.04038223,0.002349264,0.00159091,0.002012723,0.001285822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006453835,0.000006163292,0.000309763,0.0001038935,0.000002265695,0.0001866556,0.9933894,0.00003086805,0.0001348063,0.004224087,0.0001833525,0.001422351],"study_design_scores_gemma":[0.00000308184,0.00001090147,0.000227732,0.0003068859,0.000002928381,0.0001594622,0.9905876,0.00008520207,0.000100783,0.00342175,0.005086477,0.000007275661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8639817,0.005030494,0.05181535,0.03174939,0.0005554949,0.001760385,0.0003874013,0.00008373213,0.04463615],"genre_scores_gemma":[0.9835037,0.001999074,0.007673297,0.002030275,0.00004922385,0.001090307,0.00007376666,0.00005388199,0.003526379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04828008,"threshold_uncertainty_score":0.2553325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3426547107168511,"score_gpt":0.4983269121408991,"score_spread":0.155672201424048,"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."}}