{"id":"W3217750024","doi":"10.3390/educsci11120765","title":"Structural Timber Design in Curricula of Canadian Universities: Current Status and Future Needs","year":2021,"lang":"en","type":"article","venue":"Education Sciences","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Wood Council; University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; University of Waterloo; University of Alberta; University of Manitoba; University of Victoria; Université du Québec à Chicoutimi; Lakehead University; Université du Québec à Rimouski; University of Windsor; University of Calgary; McGill University; University of Toronto; Université de Sherbrooke; Concordia University; McMaster University; University of Northern British Columbia; British Columbia Institute of Technology; Université Laval","keywords":"Curriculum; Accreditation; Engineering; Sustainability; Civil engineering; Architectural engineering; Engineering management; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.006206925,0.0005167562,0.0006052843,0.004015832,0.006867601,0.005118916,0.002952182,0.001166202,0.006495885],"category_scores_gemma":[0.01113387,0.0004262643,0.0005934999,0.009077799,0.001770962,0.001946236,0.002396992,0.001284081,0.0007638006],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07844287,"about_ca_system_score_gemma":0.3143183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9801216,"about_ca_topic_score_gemma":0.9895766,"domain_scores_codex":[0.9948252,0.0003281935,0.0001704213,0.0003629388,0.002525017,0.00178816],"domain_scores_gemma":[0.9702018,0.001386967,0.00110883,0.000282043,0.01655215,0.01046824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001533246,0.0004177676,0.1163402,0.003258417,0.0000322692,0.0001680104,0.009574043,0.0005201498,0.001457957,0.005448226,0.04965619,0.8129734],"study_design_scores_gemma":[0.00005350837,0.0001834952,0.6971896,0.003886447,0.0000799074,0.000194844,0.03950486,0.001276909,0.001126191,0.001178189,0.2551913,0.0001346751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5854644,0.1334846,0.003265313,0.1531598,0.00186971,0.000702003,0.01033058,0.0009095152,0.1108141],"genre_scores_gemma":[0.8909482,0.06929804,0.01180202,0.006720754,0.0002488495,0.0002767499,0.004761449,0.00007943565,0.01586445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9801216,"threshold_uncertainty_score":0.5691456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514556024851063,"score_gpt":0.2509179161960772,"score_spread":0.2257723559475666,"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."}}