{"id":"W4253569796","doi":"10.24908/pceea.vi0.13718","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":"Forest Management and Policy","field":"Environmental Science","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; Political science","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":[0.002048159,0.0004700786,0.0002739846,0.001906692,0.004425463,0.002416154,0.002671784,0.000595131,0.01142403],"category_scores_gemma":[0.003761238,0.0003589458,0.0003314615,0.001674496,0.0009865895,0.001077085,0.004438125,0.001324702,0.001892177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241969,"about_ca_system_score_gemma":0.04083867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1675145,"about_ca_topic_score_gemma":0.6272945,"domain_scores_codex":[0.9980456,0.0002772227,0.00005688464,0.0002737787,0.0007157502,0.0006307732],"domain_scores_gemma":[0.9947119,0.0005045712,0.0002669965,0.0003509626,0.001450259,0.002715355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001956637,0.01151094,0.03391687,0.0003675815,0.00002000435,0.0004950528,0.01672554,0.002235557,0.01908678,0.006025298,0.02205335,0.8873673],"study_design_scores_gemma":[0.0002663409,0.00454647,0.3919853,0.0007728855,0.0001430589,0.0006102395,0.04024511,0.01219856,0.02576326,0.005381822,0.5178688,0.0002181982],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7977613,0.0002758706,0.03322655,0.002503806,0.0002871022,0.004166265,0.0003484034,0.001821857,0.1596089],"genre_scores_gemma":[0.7175288,0.0005066781,0.1578269,0.001156198,0.00008079087,0.001608405,0.0007324126,0.0001479979,0.1204117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8324854,"threshold_uncertainty_score":0.333079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005047539699628051,"score_gpt":0.1997145453668693,"score_spread":0.1946670056672413,"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."}}