{"id":"W1503195417","doi":"10.24908/pceea.v0i0.4852","title":"DEVELOPMENT OF AN ENGINEERING CLASS PROJECT INCORPORATING A PERSONAL VISION OF SUSTAINABLE DEVELOPMENT TEACHING","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Class (philosophy); Critical thinking; Presentation (obstetrics); Accreditation; Teamwork; Sustainable development; Set (abstract data type); Engineering management; Higher-order thinking; Mathematics education; Computer science; Engineering ethics; Engineering; Psychology; Medical education; Teaching method; Management; Political science","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":[0.004119927,0.001518376,0.0004850543,0.0008149515,0.003787487,0.003199915,0.002851011,0.002635236,0.02145484],"category_scores_gemma":[0.003480542,0.0005317696,0.0006261065,0.0003422952,0.001459582,0.001680923,0.004239823,0.003217051,0.006909788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121605,"about_ca_system_score_gemma":0.004742446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182972,"about_ca_topic_score_gemma":0.003437281,"domain_scores_codex":[0.9963878,0.001270248,0.00009115818,0.0006901466,0.0009180629,0.0006426843],"domain_scores_gemma":[0.995439,0.0003294318,0.0001176041,0.0003457193,0.0008388461,0.002929475],"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":[0.001140835,0.06815648,0.008613264,0.0008570189,0.00004381171,0.001796778,0.03371425,0.006291831,0.07258376,0.01955665,0.138355,0.6488904],"study_design_scores_gemma":[0.0006694455,0.02065961,0.01554356,0.0005018273,0.00004234332,0.001755118,0.02219534,0.0105918,0.04379187,0.01078481,0.8732895,0.0001747993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5423289,0.0005819651,0.2913661,0.01289132,0.003241668,0.0323072,0.002704854,0.003339168,0.1112388],"genre_scores_gemma":[0.3026496,0.0007560165,0.4801446,0.002017348,0.000681988,0.01456132,0.002582781,0.0006148588,0.1959916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.998817,"threshold_uncertainty_score":0.07177359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007364583092231568,"score_gpt":0.2571655945486709,"score_spread":0.2498010114564394,"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."}}