{"id":"W3182891267","doi":"10.24908/pceea.vi0.14883","title":"INTERNATIONAL COORDINATION OF A FIRST-YEAR COURSE ON SUSTAINABILITY IN ENGINEERING DESIGN","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Sustainability; Mindset; Bachelor; Engineering; Context (archaeology); Engineering management; Work (physics); Engineering education; Engineering ethics; Political science; Computer science; Mechanical engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006879495,0.0005579676,0.0004027617,0.0007835328,0.003672149,0.003779903,0.001408493,0.001144548,0.01822846],"category_scores_gemma":[0.00718549,0.0002854806,0.0004758387,0.0006308823,0.001064734,0.0009962782,0.004682249,0.001868631,0.003241368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004090456,"about_ca_system_score_gemma":0.00995804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823632,"about_ca_topic_score_gemma":0.007138422,"domain_scores_codex":[0.9967873,0.001186565,0.000111871,0.0004583957,0.0006944062,0.0007614982],"domain_scores_gemma":[0.9882626,0.001012851,0.0006134234,0.0008066313,0.002041588,0.007263016],"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":[0.0007802345,0.01505413,0.04386858,0.0007322917,0.00005265886,0.002229572,0.07744344,0.005307563,0.02860444,0.02016215,0.1011986,0.7045663],"study_design_scores_gemma":[0.000147036,0.00489162,0.06070239,0.0003525573,0.00004154736,0.0009533996,0.0602749,0.003849563,0.01801472,0.005807539,0.844874,0.00009069707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7687058,0.0003758684,0.02365591,0.004787979,0.001016684,0.00202095,0.0002299319,0.0006132933,0.1985935],"genre_scores_gemma":[0.8275917,0.0003865429,0.03523226,0.0009760134,0.0001850103,0.0008018657,0.0005900729,0.000206655,0.1340299],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01822846,"threshold_uncertainty_score":0.06098032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007612434933625267,"score_gpt":0.2610570168078691,"score_spread":0.2534445818742438,"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."}}