{"id":"W2156758862","doi":"10.4018/ijqaete.2012040104","title":"Mapping the Relationship Between the CDIO Syllabus and the CEAB Graduate Attributes","year":2012,"lang":"en","type":"article","venue":"International Journal of Quality Assurance in Engineering and Technology Education","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Calgary; Polytechnique Montréal","funders":"","keywords":"CDIO; Syllabus; Accreditation; Engineering education; Computer science; Engineering management; Set (abstract data type); Engineering; Software engineering; Mathematics education; Medical education; Mathematics; Programming language; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001447934,0.0001021418,0.0001378606,0.0002362502,0.00006381737,0.00004683547,0.0002663625,0.00006976299,0.000001307789],"category_scores_gemma":[0.0009892983,0.00006074197,0.00002758285,0.0003461896,0.00009117427,0.0001633034,0.0000256254,0.0004773901,0.000001522787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009021633,"about_ca_system_score_gemma":0.00004278888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066942,"about_ca_topic_score_gemma":0.000002628552,"domain_scores_codex":[0.9991595,0.00004682851,0.0004022851,0.00005883909,0.0001906542,0.0001419624],"domain_scores_gemma":[0.9986147,0.0009870378,0.0001138161,0.0001145161,0.0001381681,0.00003177789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000744356,0.00004581256,0.9110036,0.00009163272,0.000192561,6.090772e-7,0.005265247,0.007642807,0.0001166116,0.05279432,0.0008993736,0.02193996],"study_design_scores_gemma":[0.0002969071,0.000003383387,0.9912488,0.000152199,0.00001108912,0.0001130908,0.001447652,0.0008155599,0.000110803,0.002199869,0.003504321,0.00009628799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620753,0.005462459,0.005376155,0.02500816,0.001870813,0.0001066025,0.000002033891,0.00005030505,0.00004821279],"genre_scores_gemma":[0.9986376,0.0003329763,0.0006126154,0.00004597406,0.0003096997,0.00002990029,0.000002484077,0.000009624609,0.00001908711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08024521,"threshold_uncertainty_score":0.2476986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495825579289859,"score_gpt":0.3016876105792831,"score_spread":0.2521050526502972,"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."}}