{"id":"W2130231775","doi":"10.24908/pceea.v0i0.3780","title":"CURRICULUM AS AN ENGINEERING DESIGN PROBLEM","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Accreditation; Syllabus; Curriculum; Process (computing); Engineering design process; Civil engineering software; Requirements engineering; Engineering education; Engineering management; Work (physics); CDIO; Work in process; Computer science; Software engineering; Engineering; Mechanical engineering; Mathematics education; Programming language; Mathematics; Operations management; Pedagogy; Software","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008814328,0.0007142948,0.0007087043,0.002020124,0.003288352,0.007205619,0.001758897,0.003232847,0.01235491],"category_scores_gemma":[0.01798214,0.0007702689,0.0009970127,0.001881866,0.006579606,0.005965984,0.004050687,0.004260724,0.00149673],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006643026,"about_ca_system_score_gemma":0.01038912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007943396,"about_ca_topic_score_gemma":0.006078862,"domain_scores_codex":[0.9902479,0.005435474,0.00060313,0.001229414,0.001938349,0.000545718],"domain_scores_gemma":[0.9870327,0.009652889,0.0005543306,0.0007763663,0.001526756,0.0004569445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007892273,0.00008027854,0.0003271684,0.000132608,0.000007983979,0.00007991616,0.0005562193,0.00996675,0.0001476667,0.9580727,0.00300544,0.02761531],"study_design_scores_gemma":[0.00005789964,0.00004507586,0.0001702596,0.0001640497,0.0000113826,0.00007560442,0.001040936,0.02101119,0.0002920282,0.8718399,0.1052722,0.00001944091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02389099,0.0009847287,0.7595906,0.03816785,0.0004546219,0.0009582459,0.0003346122,0.0002296183,0.1753889],"genre_scores_gemma":[0.1932034,0.001215089,0.7737783,0.002059969,0.0002239584,0.001368779,0.0004265593,0.0001362805,0.02758765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.993357,"threshold_uncertainty_score":0.04819876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00782079225045809,"score_gpt":0.1804551298917723,"score_spread":0.1726343376413143,"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."}}