{"id":"W3047733435","doi":"10.18260/1-2--34558","title":"Engineering Safety and Risk Management: A Structured Case Study Approach to Investigating Chemical Process Safety","year":2020,"lang":"en","type":"article","venue":"2020 ASEE Virtual Annual Conference Content Access Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Transport Canada; Suncor Energy Incorporated; Genome Canada","keywords":"Sustainability; SAFER; Risk management; Process (computing); Organizational culture; Engineering; Engineering ethics; Safety culture; Knowledge management; Process management; Business; Public relations; Computer science; Management; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0108496,0.0008511608,0.0004971563,0.002172021,0.005041744,0.004267355,0.002814157,0.004324267,0.003237416],"category_scores_gemma":[0.01251212,0.0005138622,0.0008829437,0.001571937,0.003626532,0.002854778,0.003594321,0.002821142,0.000449879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003503923,"about_ca_system_score_gemma":0.006705845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322554,"about_ca_topic_score_gemma":0.00858348,"domain_scores_codex":[0.9885778,0.008466437,0.0003042369,0.0003873274,0.001592032,0.0006720476],"domain_scores_gemma":[0.9786289,0.01708845,0.0009708318,0.0006159947,0.001438461,0.001257336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001203696,0.02413369,0.0397359,0.002672984,0.0002904894,0.05178237,0.3553555,0.04717677,0.02084257,0.1541049,0.01594702,0.2867541],"study_design_scores_gemma":[0.0008444797,0.01226951,0.01489808,0.002774405,0.0003101104,0.01898979,0.6040111,0.1129863,0.02672623,0.06534687,0.1404739,0.0003691416],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7590891,0.001292669,0.1542505,0.009709692,0.0002293407,0.004875725,0.0002288779,0.0001584844,0.07016565],"genre_scores_gemma":[0.8693598,0.001421518,0.1169688,0.0006151824,0.00004608749,0.001037098,0.00009368837,0.00002604865,0.01043175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108496,"threshold_uncertainty_score":0.05737883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014292217101612,"score_gpt":0.3294843177311079,"score_spread":0.2280550960209467,"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."}}