{"id":"W3000814410","doi":"10.24908/pceea.vi0.13877","title":"SUSTAINABILITY IN ENGINEERING DESIGN","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Sustainability; Mindset; Engineering ethics; Engineering design process; Sustainability science; Sustainability organizations; Work (physics); Social sustainability; Management science; Process (computing); Engineering management; Engineering; Computer science; Artificial intelligence; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004178012,0.0008074112,0.0005304691,0.001269795,0.002975887,0.006625807,0.0009692347,0.002425001,0.0102455],"category_scores_gemma":[0.004443747,0.0003899907,0.0004349357,0.001281378,0.01401832,0.003570446,0.003726386,0.002613715,0.00203586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005639779,"about_ca_system_score_gemma":0.006554509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007829012,"about_ca_topic_score_gemma":0.007540808,"domain_scores_codex":[0.99552,0.002521151,0.000166027,0.000385179,0.001154868,0.0002528587],"domain_scores_gemma":[0.9979578,0.001012009,0.0001183669,0.0002911536,0.0004877971,0.0001328885],"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":[0.000003342717,0.00001170076,0.0001946535,0.000141181,0.000004942893,0.00004523984,0.0009792418,0.002703928,0.0001364051,0.961411,0.007181693,0.02718658],"study_design_scores_gemma":[0.000004721815,0.00001975837,0.0001293161,0.000310949,0.000004085475,0.000102198,0.001079906,0.001387638,0.0002107674,0.5299379,0.466802,0.00001069929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.00587562,0.02626493,0.159453,0.03160838,0.001851308,0.0001430627,0.00008939394,0.0002590978,0.7744552],"genre_scores_gemma":[0.591153,0.03588806,0.1055348,0.009020132,0.001247181,0.0005799044,0.0002244085,0.0004569803,0.2558956],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0102455,"threshold_uncertainty_score":0.04091966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00272564297285449,"score_gpt":0.1721120830376918,"score_spread":0.1693864400648374,"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."}}