{"id":"W3000848332","doi":"10.24908/pceea.vi0.13835","title":"ENHANCING ENGINEERING EDUCATION WITH INDIGENOUS CULTURES, PEDAGOGIES, KNOWLEDGES, AND PERSPECTIVES: A SERIES OF FACULTY WORKSHOPS","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Indigenous; Engineering education; Engineering ethics; Engineering; Traditional knowledge; Sociology; Pedagogy; Engineering management","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":[0.0002431291,0.0002822028,0.0003061231,0.000447602,0.00008615728,0.00009478146,0.0002660948,0.0002132299,0.00003172359],"category_scores_gemma":[0.0003516563,0.0002709585,0.0000686054,0.0006867536,0.00002133464,0.0003943542,0.00002291912,0.0003567111,0.000006197592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156039,"about_ca_system_score_gemma":0.001102335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832492,"about_ca_topic_score_gemma":0.00311293,"domain_scores_codex":[0.9987308,0.000005064492,0.0003580281,0.0002448036,0.0002882081,0.0003731426],"domain_scores_gemma":[0.9986724,0.00004985495,0.0002154941,0.0001660487,0.0006857689,0.000210385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005406559,0.0007602647,0.3671396,0.01883753,0.002046763,5.006766e-7,0.2374238,0.1514998,0.1183071,0.06009483,0.03305189,0.0107839],"study_design_scores_gemma":[0.001209008,0.0002204435,0.7328988,0.003837223,0.0003882897,0.0001046045,0.04791967,0.008575701,0.04298324,0.000154079,0.1590817,0.002627165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922638,0.001924727,0.00005251697,0.0005925578,0.00159649,0.0006500163,0.00003622209,0.0002266748,0.002657023],"genre_scores_gemma":[0.9933965,0.0001176029,0.002712736,0.00002528214,0.0001845337,0.00008553449,0.00002430769,0.00007717948,0.003376318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3657593,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007745032990427281,"score_gpt":0.222030423003005,"score_spread":0.2142853900125778,"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."}}