{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006448952,0.0002687315,0.0002328031,0.0004633977,0.0001419196,0.0002625836,0.0004052716,0.0002344328,0.00007524717],"category_scores_gemma":[0.001188005,0.0002951282,0.00009932426,0.001144188,0.00001107401,0.0007169071,0.0000287097,0.0004674971,0.00009088383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002796388,"about_ca_system_score_gemma":0.001182319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887171,"about_ca_topic_score_gemma":0.0009137358,"domain_scores_codex":[0.9984375,0.000009822967,0.0004764294,0.0002555528,0.0004084954,0.0004121701],"domain_scores_gemma":[0.9982993,0.0001019467,0.0003703344,0.0001939416,0.0007459276,0.0002885722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000172127,0.0007028058,0.4615875,0.00631924,0.0009114787,3.633124e-7,0.01407686,0.1057293,0.09859414,0.08394399,0.1760629,0.05205413],"study_design_scores_gemma":[0.0007815088,0.00007911979,0.1531953,0.001915738,0.0002753679,0.00003911162,0.003602655,0.1829382,0.01288826,0.0009615464,0.6409963,0.002326899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298469,0.0003512659,0.0001511129,0.002880544,0.01333536,0.001577128,0.00001074548,0.0008131067,0.05103388],"genre_scores_gemma":[0.988286,0.00000728696,0.00707777,0.0001851519,0.000513515,0.0001547089,0.00004018758,0.00009629401,0.003639109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4649334,"threshold_uncertainty_score":0.9999501,"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."}}