{"id":"W3002802064","doi":"10.24908/pceea.vi0.13871","title":"INCORPORATING TIMBER EDUCATION INTO EXISTING ACCREDITED ENGINEERING PROGRAMS","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University; University of Ottawa","keywords":"Accreditation; Lagging; Curriculum; Engineering; Engineering education; Engineering management; Architectural engineering; Civil engineering; Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002104307,0.0005081834,0.0003071059,0.001953908,0.004782486,0.00234283,0.002704354,0.0005743376,0.0104033],"category_scores_gemma":[0.004084918,0.0003600569,0.0003764946,0.001872279,0.0009947977,0.0009697825,0.003814293,0.001284252,0.00164573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01654747,"about_ca_system_score_gemma":0.05685462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2939469,"about_ca_topic_score_gemma":0.7720662,"domain_scores_codex":[0.9977975,0.0002733909,0.00006187517,0.0002854698,0.000853239,0.0007285599],"domain_scores_gemma":[0.9941581,0.0005147415,0.0002827774,0.0003927369,0.001767529,0.002884052],"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":[0.000216891,0.0104574,0.04062756,0.0004077315,0.00002452233,0.0005702312,0.01582723,0.002313452,0.01943021,0.005585195,0.01789163,0.8866478],"study_design_scores_gemma":[0.0002487935,0.004112977,0.5028373,0.0007981796,0.0001651623,0.000611194,0.03943022,0.01069215,0.0221742,0.004202042,0.4145058,0.0002219726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8245225,0.000305355,0.02883661,0.002103038,0.0002559217,0.00431942,0.0003418362,0.001550216,0.137765],"genre_scores_gemma":[0.7581925,0.000541089,0.134135,0.0009382573,0.00007169021,0.001463773,0.0006683052,0.0001325825,0.103857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2939469,"threshold_uncertainty_score":0.5844718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007147715784265594,"score_gpt":0.2105586871183031,"score_spread":0.2034109713340375,"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."}}