{"id":"W2604568672","doi":"10.24908/pceea.v0i0.6528","title":"THE INTEGRATED CURRICULUM OF UBC’S MASTER OF ENGINEERING LEADERSHIP PROGRAM IN CLEAN ENERGY ENGINEERING","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Engineering management; Energy conservation; Engineering education; Health systems engineering; Sustainable development; Engineering; Energy engineering; Pedagogy; Political science; Sociology; Electrical 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":[0.001785594,0.0009345427,0.0007557883,0.001889328,0.002780124,0.004424192,0.001434228,0.001506343,0.03617456],"category_scores_gemma":[0.003002741,0.0003492614,0.0004595069,0.00138411,0.001084112,0.001157258,0.002526391,0.002184315,0.01193519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01143736,"about_ca_system_score_gemma":0.04333844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05202495,"about_ca_topic_score_gemma":0.1285954,"domain_scores_codex":[0.9983229,0.0001333372,0.00005806268,0.0001501939,0.0008605066,0.000474955],"domain_scores_gemma":[0.9962458,0.0001233002,0.0001091747,0.0001402578,0.001629756,0.001751657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009325654,0.001488076,0.003125896,0.0005967932,0.000006324292,0.000188047,0.001616257,0.001509505,0.00534763,0.02197757,0.5419366,0.422114],"study_design_scores_gemma":[0.00001869726,0.0001837,0.01458828,0.0004408386,0.000005532098,0.0001577098,0.001022818,0.0009743688,0.001593471,0.005140278,0.9758489,0.00002543474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06420246,0.006765112,0.0283072,0.03030739,0.01108697,0.002084101,0.004186722,0.002310765,0.8507493],"genre_scores_gemma":[0.1472261,0.007678579,0.04372751,0.006560681,0.001479445,0.001451839,0.004278646,0.0005608809,0.7870364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.947975,"threshold_uncertainty_score":0.121016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758908740215622,"score_gpt":0.2273089982772311,"score_spread":0.2097199108750748,"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."}}