{"id":"W4401474410","doi":"10.26686/nzjhsp.v1i2.9513","title":"Twice as likely to die","year":2024,"lang":"en","type":"article","venue":"New Zealand journal of health and safety practice.","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Die (integrated circuit); Engineering; Mechanical engineering","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":[0.0007397259,0.0002367443,0.0004461614,0.0006730199,0.0008365932,0.0009163888,0.000454783,0.001033111,0.02528551],"category_scores_gemma":[0.003474709,0.0001330734,0.0008937143,0.0004922011,0.0003547641,0.0006788248,0.0007014173,0.001840383,0.004150499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008366358,"about_ca_system_score_gemma":0.001195287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02446896,"about_ca_topic_score_gemma":0.02787918,"domain_scores_codex":[0.9987613,0.0002248552,0.00006061196,0.0001440717,0.0004129667,0.000396212],"domain_scores_gemma":[0.9980285,0.0001200991,0.000469391,0.0001122352,0.0004257799,0.0008440228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007098407,0.0003233797,0.7608396,0.0004215592,0.0004293062,0.001901736,0.001273342,0.0003621569,0.001904782,0.002904147,0.1182953,0.1106348],"study_design_scores_gemma":[0.0001337128,0.0006890406,0.80977,0.0008235096,0.0002969128,0.005588288,0.003328688,0.0005980753,0.0006719392,0.004146031,0.1738582,0.00009562353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.796391,0.01541358,0.002879873,0.03369363,0.007153624,0.0003384091,0.01419949,0.0003309021,0.1295995],"genre_scores_gemma":[0.9236163,0.007172395,0.001148612,0.009422678,0.001055868,0.000188355,0.006875771,0.00006525858,0.05045469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02528551,"threshold_uncertainty_score":0.08458847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07083153984648086,"score_gpt":0.4939323275552559,"score_spread":0.423100787708775,"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."}}