{"id":"W1916316638","doi":"10.24908/pceea.v0i0.5820","title":"PATHWAYS BETWEEN ENGINEERING AND EDUCATION FACULTIES: EFFORTS TO ESTABLISH AN ENGINEERING EDUCATION GRADUATE PROGRAM AT THE UNIVERSITY OF MANITOBA","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Accreditation; Scope (computer science); Engineering ethics; Engineering education; Graduate education; Higher education; Engineering; Medical education; Political science; Pedagogy; Sociology; Engineering management; Medicine; Computer 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":[0.01426801,0.0005007922,0.0003679291,0.002469041,0.02323216,0.008122515,0.005213731,0.002746047,0.007274111],"category_scores_gemma":[0.01132199,0.001121585,0.0004387796,0.002007782,0.004664688,0.002440676,0.02043285,0.00651682,0.00116699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06085729,"about_ca_system_score_gemma":0.4316692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6103029,"about_ca_topic_score_gemma":0.894892,"domain_scores_codex":[0.9928001,0.001949849,0.0001620555,0.000608654,0.001770565,0.00270877],"domain_scores_gemma":[0.9424391,0.001704464,0.0007178462,0.0007945737,0.01020598,0.04413795],"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":[0.0005610279,0.008064666,0.2141313,0.0005919603,0.00007769564,0.004638432,0.2211453,0.002118275,0.02335975,0.04027268,0.04362787,0.4414111],"study_design_scores_gemma":[0.0002758027,0.00209424,0.3143475,0.0009490235,0.00006233765,0.0008129241,0.2959658,0.002818573,0.005460164,0.003237142,0.3737933,0.000183298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861527,0.001511645,0.005751211,0.07875291,0.0008828561,0.002731267,0.0001736787,0.0004056769,0.04826376],"genre_scores_gemma":[0.8484964,0.002094043,0.0352569,0.0194775,0.0001610415,0.001835909,0.0003900087,0.0001603938,0.09212783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9391427,"threshold_uncertainty_score":0.7839842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421539100149737,"score_gpt":0.1989066169699762,"score_spread":0.1846912259684788,"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."}}