{"id":"W3179652687","doi":"10.24908/pceea.vi0.14833","title":"PRACTICAL INTEGRATION OF SUSTAINABILITY INTO ENGINEERING","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Sustainability; Terminology; Ranking (information retrieval); Process (computing); Management science; Outcome (game theory); Computer science; Process management; Engineering; Knowledge management; Engineering ethics; Artificial intelligence; Mathematics; Ecology","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":[0.006328451,0.0009741232,0.0003976522,0.001107174,0.0026908,0.004035399,0.001597947,0.002806177,0.02761875],"category_scores_gemma":[0.01005364,0.0004478289,0.0006191549,0.001098425,0.004044271,0.005164349,0.01139621,0.004279245,0.007390564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354194,"about_ca_system_score_gemma":0.005202474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550431,"about_ca_topic_score_gemma":0.004792378,"domain_scores_codex":[0.9951327,0.002236792,0.0001801667,0.0003088617,0.001815997,0.0003254495],"domain_scores_gemma":[0.996216,0.001682958,0.00009926433,0.0006498683,0.0008831873,0.0004686306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003521382,0.0004049989,0.0010797,0.0008126284,0.00001238603,0.0009197056,0.009997302,0.005305925,0.005339705,0.2638616,0.07908159,0.6331492],"study_design_scores_gemma":[0.00001037225,0.0001014364,0.000478204,0.0007117823,0.000003389736,0.0005887602,0.003581436,0.001716489,0.001059146,0.2171232,0.7746043,0.00002150276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01753065,0.006286944,0.4070043,0.04534639,0.002475097,0.0004595323,0.0001139459,0.002006625,0.5187766],"genre_scores_gemma":[0.2595234,0.009551747,0.5778415,0.009039898,0.00107011,0.0007023442,0.0002793541,0.000694192,0.1412976],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02761875,"threshold_uncertainty_score":0.09239399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007856482624379737,"score_gpt":0.2476908907302476,"score_spread":0.2398344081058679,"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."}}