{"id":"W1429220551","doi":"10.1016/j.ssci.2015.07.029","title":"Danger zone: Men, masculinity and occupational health and safety in high risk occupations","year":2015,"lang":"en","type":"article","venue":"Safety Science","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":172,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Health Canada; Memorial University of Newfoundland; Concordia University; Canada Auto Workers; Laurentian University; University of Toronto; University of Waterloo","funders":"Institute of Gender and Health; Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Masculinity; Occupational safety and health; Context (archaeology); Poison control; Suicide prevention; Human factors and ergonomics; Injury prevention; Psychology; Sociology; Medicine; Gender studies; Environmental health; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007981538,0.0001510012,0.0002804651,0.0002372539,0.002565358,0.00002025466,0.0001884046,0.0001145463,0.00005253805],"category_scores_gemma":[0.001366217,0.0001330813,0.00001637347,0.0009906513,0.000455056,0.0004692227,0.0002588184,0.0006706624,0.00007579445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004882176,"about_ca_system_score_gemma":0.004179007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006057408,"about_ca_topic_score_gemma":0.002256172,"domain_scores_codex":[0.9967074,0.0006722636,0.0006914734,0.0005186981,0.0005360415,0.0008741512],"domain_scores_gemma":[0.9974841,0.0006824278,0.000292682,0.0003066186,0.0002241365,0.001010073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003174441,0.00003201122,0.9689471,0.00007345976,0.000002092621,0.000001299024,0.008685856,0.00006997581,0.000002530161,0.008888688,0.001915116,0.01106445],"study_design_scores_gemma":[0.00164766,0.00009412914,0.9776557,0.0001330465,0.000003608577,0.000002693889,0.003461766,0.00171527,0.000001052301,0.00289394,0.01224648,0.0001446226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612706,0.0008593486,0.005688156,0.01754083,0.001079896,0.001754593,0.0001582668,0.0001147277,0.01153355],"genre_scores_gemma":[0.9903506,0.001170121,0.004886498,0.003022658,0.0001652524,0.00004777126,0.00003679331,0.00001148727,0.0003088138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02907997,"threshold_uncertainty_score":0.9987332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415246543642292,"score_gpt":0.394903094602842,"score_spread":0.3533784402386128,"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."}}