{"id":"W2886852054","doi":"10.24908/pceea.v0i0.10584","title":"FIRST-YEAR COMMON ENGINEERING CURRICULUM FOR THE BC POST-SECONDARY SECTOR","year":2018,"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":"Vancouver Island University","funders":"","keywords":"Curriculum; Accreditation; Engineering education; Diversity (politics); Institution; Engineering; Process (computing); Mathematics education; Political science; Engineering management; Pedagogy; Sociology; Computer science; Mathematics; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004063814,0.0002688945,0.0002164714,0.0002830443,0.0003054245,0.0001514884,0.0005367475,0.0001853606,0.0001132606],"category_scores_gemma":[0.0006530801,0.0002335311,0.0001432645,0.0006533607,0.00002337659,0.0002178005,0.00002969907,0.0003310094,0.00003143872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936221,"about_ca_system_score_gemma":0.0004471282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031139,"about_ca_topic_score_gemma":0.005071444,"domain_scores_codex":[0.9986012,0.000002980026,0.0003885414,0.0002090219,0.0003006358,0.0004976135],"domain_scores_gemma":[0.998532,0.0001181647,0.0001527379,0.0001894007,0.0007774832,0.0002301962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001061033,0.0002644734,0.09365146,0.003462058,0.001287118,1.970943e-7,0.009135578,0.06500079,0.006880673,0.05241142,0.7638865,0.00400911],"study_design_scores_gemma":[0.000512197,0.00005518365,0.2335568,0.0004012318,0.0001441555,0.000009949312,0.001002411,0.1045817,0.006109814,0.0001170691,0.6525853,0.0009242111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241362,0.001577039,0.001667315,0.01787104,0.03856913,0.004245589,0.0002958619,0.001818152,0.00981967],"genre_scores_gemma":[0.9942006,0.00002861033,0.003069036,0.0002024266,0.0008775889,0.0003537024,0.00002038229,0.0001000862,0.001147571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1399053,"threshold_uncertainty_score":0.9523123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003774073875639473,"score_gpt":0.184933088493385,"score_spread":0.1811590146177455,"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."}}