{"id":"W1492533989","doi":"10.3386/w8574","title":"Gender, Occupation Choice and the Risk of Death at Work","year":2001,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Chicago","keywords":"Work (physics); Demography; Psychology; Genealogy; Sociology; History; 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":[0.000730003,0.0001075343,0.0001508721,0.0006699076,0.0002765821,0.0005809344,0.0001803833,0.0002632466,0.005426084],"category_scores_gemma":[0.004316819,0.0001132221,0.0002503438,0.0004414038,0.0002469483,0.0003065659,0.0003471528,0.0002620274,0.0006250699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323886,"about_ca_system_score_gemma":0.0002353992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006742205,"about_ca_topic_score_gemma":0.0115812,"domain_scores_codex":[0.9997367,0.00008902702,0.0000148673,0.00003102348,0.00006262668,0.0000658021],"domain_scores_gemma":[0.9980612,0.000598255,0.0006877452,0.00007129706,0.0001161733,0.0004653845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007532916,0.00003942629,0.996405,0.00000371722,0.00001612795,0.00005309843,0.0001468056,0.00009592654,0.00003867984,0.0002622495,0.0003776281,0.002485941],"study_design_scores_gemma":[0.00001004521,0.00007192868,0.9961686,0.00002235863,0.00001780953,0.0002485646,0.0008016126,0.0005749688,0.00004821545,0.0009478475,0.001083315,0.000004757541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957267,0.0005657898,0.0001409437,0.0003429595,0.00001563839,0.000005401477,0.0004554989,0.00000277453,0.002744276],"genre_scores_gemma":[0.9983529,0.0002238008,0.00006048262,0.00002742199,0.00001160147,0.000003262642,0.0002265188,0.000001590729,0.00109237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006742205,"threshold_uncertainty_score":0.01815206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.470565947160407,"score_gpt":0.536627711898611,"score_spread":0.06606176473820402,"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."}}