{"id":"W2133143798","doi":"10.1139/l08-091","title":"Individual safety and health outcomes in the construction industry","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Queen's University; University of Toronto","funders":"Workplace Safety and Insurance Board","keywords":"Apprenticeship; Psychology; Situational ethics; Occupational safety and health; Applied psychology; Work experience; Interpersonal communication; Demographics; Work (physics); Operations management; Social psychology; Medicine; Engineering; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.00152676,0.0001864784,0.0002565841,0.0009984028,0.0008545695,0.0007310323,0.0004053682,0.0004699729,0.001350876],"category_scores_gemma":[0.004442087,0.0001945594,0.0002178678,0.001336932,0.0006008127,0.0003324163,0.0006832546,0.0005741226,0.0001741854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722166,"about_ca_system_score_gemma":0.001679469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2734374,"about_ca_topic_score_gemma":0.4973588,"domain_scores_codex":[0.999118,0.0001657684,0.00004595019,0.0001156206,0.0003467234,0.0002078951],"domain_scores_gemma":[0.9964536,0.0003796459,0.001639916,0.0001293522,0.0008030232,0.0005944296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003218817,0.00002425123,0.998158,0.000006022745,0.0000162985,0.00002493147,0.0003708817,0.00006200635,0.000037252,0.000008195293,0.00005839519,0.001201504],"study_design_scores_gemma":[7.389261e-7,0.00001472627,0.9997358,0.000001257675,0.00000180242,0.000007311163,0.0001370011,0.00002377335,0.000006609862,0.000005540345,0.00006394068,0.000001349063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991304,0.00008468162,0.00003280491,0.00003472229,0.000001675908,0.000008731901,0.0002742989,0.000001626251,0.0004312091],"genre_scores_gemma":[0.9992859,0.00005237298,0.0000430486,0.000007544345,0.000002121114,0.000007974612,0.0003273589,7.528371e-7,0.0002730797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7265626,"threshold_uncertainty_score":0.5436915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0844514562856277,"score_gpt":0.3812919293743145,"score_spread":0.2968404730886868,"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."}}