{"id":"W3177270739","doi":"10.24908/pceea.vi0.14925","title":"NEW SUSTAINABLE SYSTEMS ENGINEERING PROGRAM PROPOSAL – MINDSET AND DEVELOPMENT","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":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mindset; Sustainability; Engineering ethics; Systems thinking; Sustainable development; Engineering education; Engineering; Sustainability science; Engineering management; Order (exchange); Sustainability organizations; Business; Computer science; 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":[0.006840521,0.0003517743,0.000240894,0.0008347741,0.005421564,0.004925653,0.002300322,0.005970117,0.02105315],"category_scores_gemma":[0.007022587,0.0003638919,0.0005231819,0.0003595238,0.002313382,0.001910781,0.006457056,0.007604448,0.004932215],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007848036,"about_ca_system_score_gemma":0.04456046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362553,"about_ca_topic_score_gemma":0.03837391,"domain_scores_codex":[0.9963947,0.0005893724,0.0001082823,0.0002670185,0.001675202,0.000965427],"domain_scores_gemma":[0.9908628,0.0005119486,0.0001447505,0.0002026455,0.001921423,0.006356467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008918036,0.002624606,0.001977473,0.0003471036,0.00001120121,0.001090207,0.00545126,0.001750442,0.003987275,0.1273143,0.7111477,0.1442094],"study_design_scores_gemma":[0.0000414992,0.0002132439,0.002696751,0.0001355311,0.000004205083,0.0002587097,0.001802271,0.000518674,0.001230925,0.01482382,0.9782425,0.00003193208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03765571,0.0007347859,0.02210689,0.4410394,0.01350623,0.00892083,0.001283269,0.001189578,0.4735632],"genre_scores_gemma":[0.09594205,0.0008779325,0.04743214,0.06978699,0.001577983,0.006396617,0.001338288,0.0001883554,0.7764597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.992152,"threshold_uncertainty_score":0.07042986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005435908980413826,"score_gpt":0.2395669264015902,"score_spread":0.2341310174211764,"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."}}