{"id":"W2909503714","doi":"10.24908/pceea.v0i0.13055","title":"Three Birds, One Stone: A Pedagogy and Accreditation Driven Redesign","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Accreditation; Grading (engineering); Curriculum; Laddering; Teamwork; Equity (law); Engineering ethics; Work (physics); Engineering management; Engineering; Medical education; Pedagogy; Psychology; Political science; Business; Medicine; Mechanical engineering","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":[0.06921673,0.0009385711,0.00085626,0.004990616,0.006204587,0.01262056,0.005938611,0.007752022,0.00643242],"category_scores_gemma":[0.0690385,0.001516777,0.00125293,0.001832475,0.007795027,0.01550943,0.009188457,0.009014374,0.002648842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01364111,"about_ca_system_score_gemma":0.05291444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701196,"about_ca_topic_score_gemma":0.02193092,"domain_scores_codex":[0.91872,0.03444722,0.003712952,0.008229471,0.02965483,0.005235522],"domain_scores_gemma":[0.9310707,0.01342865,0.004770829,0.0127595,0.02765555,0.01031492],"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":[0.0002233881,0.003292407,0.01265788,0.000894755,0.0001351203,0.0005993457,0.02221052,0.006549502,0.006299382,0.1542232,0.05183278,0.7410816],"study_design_scores_gemma":[0.0003524999,0.003346382,0.01814775,0.002092827,0.0001091056,0.001043049,0.02568848,0.01950069,0.008687279,0.09517951,0.8252487,0.0006036979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1182736,0.002383055,0.5190613,0.2617553,0.005497531,0.007056637,0.0001583765,0.004652025,0.08116209],"genre_scores_gemma":[0.384523,0.001008348,0.5080092,0.03313755,0.0006926667,0.002266482,0.0001764533,0.0008644518,0.06932187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9829881,"threshold_uncertainty_score":0.3660574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160628739647227,"score_gpt":0.2982357690741659,"score_spread":0.2766294816776937,"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."}}