{"id":"W1960254703","doi":"10.24908/pceea.v0i0.3868","title":"HEALTH AND SAFETY AND ENGINEERING DESIGN","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Ontario Tech University","funders":"University of Ontario Institute of Technology","keywords":"Health systems engineering; Applied engineering; Engineering; Engineering ethics; Engineering management; Risk analysis (engineering); Management science; Computer science; Systems engineering; Business; Program management; Project management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01449889,0.001053598,0.0009920005,0.002273295,0.005219343,0.01185677,0.001330559,0.005820757,0.01458503],"category_scores_gemma":[0.0144023,0.0004286123,0.0005421971,0.001605193,0.04319128,0.00496518,0.005401016,0.004806538,0.002989808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009054049,"about_ca_system_score_gemma":0.01302007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00938182,"about_ca_topic_score_gemma":0.006532017,"domain_scores_codex":[0.9786026,0.01342513,0.0009447651,0.001566585,0.004426743,0.001034143],"domain_scores_gemma":[0.9839806,0.01049953,0.00095533,0.001250105,0.002257012,0.001057512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001062108,0.00002672994,0.0004141706,0.0002659737,0.00001451972,0.00008938789,0.002131338,0.0008283115,0.0001408947,0.9471365,0.01377135,0.03517015],"study_design_scores_gemma":[0.00001323663,0.00006603649,0.0005328626,0.0007939807,0.00001182256,0.0002236288,0.00271308,0.0004265076,0.0002000176,0.6061457,0.3888501,0.00002296543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00604138,0.04425647,0.07421619,0.1297867,0.004213694,0.000312098,0.0001347289,0.0002220177,0.7408167],"genre_scores_gemma":[0.5850508,0.05607438,0.07234898,0.04574993,0.004761772,0.001275867,0.0003117404,0.000315735,0.2341108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01458503,"threshold_uncertainty_score":0.0766784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393720529572173,"score_gpt":0.3331910574024208,"score_spread":0.2892538521066991,"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."}}