{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004488492,0.0002958243,0.0002198409,0.0004405588,0.0001177994,0.00009896806,0.0005032567,0.0002169,0.0001184264],"category_scores_gemma":[0.0003248282,0.0003038288,0.00009153552,0.0008166407,0.00001101259,0.0004430185,0.00002186057,0.0003388648,0.00004792761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095317,"about_ca_system_score_gemma":0.0005367831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003474132,"about_ca_topic_score_gemma":0.0006879223,"domain_scores_codex":[0.9984655,0.000006366455,0.0004139948,0.0002428847,0.0003551902,0.0005160089],"domain_scores_gemma":[0.9987587,0.00001894089,0.0001512089,0.0001726595,0.0004606695,0.0004378191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001107002,0.001523763,0.2564539,0.003980387,0.001665235,0.000002591684,0.04530706,0.2276329,0.02562755,0.1911117,0.2389317,0.007752116],"study_design_scores_gemma":[0.001552017,0.0002836303,0.4020338,0.001951688,0.0005067312,0.0001335667,0.004917883,0.2984264,0.08769979,0.002424942,0.1943631,0.005706485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538552,0.0004371694,0.001497469,0.0008586057,0.0095748,0.001950547,0.00002227255,0.002006302,0.0297977],"genre_scores_gemma":[0.9795816,0.00002178396,0.01892742,0.00008484165,0.0001811472,0.0002211386,0.00000965865,0.0001012101,0.0008711878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886868,"threshold_uncertainty_score":0.9999414,"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."}}