{"id":"W2124375476","doi":"10.24908/pceea.v0i0.3597","title":"Does Program Compliance with CDIO Warrant Automatic Compliance with CEAB Accreditation Criteria for 2014?","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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ontario Institute of Technology","keywords":"Accreditation; CDIO; Engineering education; Curriculum; Engineering management; Warrant; Licensure; Engineering; Compliance (psychology); Process (computing); Certification and Accreditation; Engineering ethics; Medical education; Computer science; Medicine; Business; Pedagogy; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002439584,0.0002624138,0.0002382832,0.0002199884,0.0001498598,0.0001106969,0.0003301657,0.000114502,0.00005760574],"category_scores_gemma":[0.0001316859,0.0001851992,0.00005694435,0.0004730657,0.0000250575,0.0003120788,0.000009594042,0.0001792293,0.00001174052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343398,"about_ca_system_score_gemma":0.0004414126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005706947,"about_ca_topic_score_gemma":0.001911932,"domain_scores_codex":[0.9987183,0.000004047842,0.0003290633,0.0002324912,0.0002916908,0.0004244269],"domain_scores_gemma":[0.9986383,0.00003442822,0.0002186573,0.0001479589,0.0007369926,0.0002236785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001108141,0.001881717,0.2722896,0.0255912,0.003095,0.000001624796,0.05375232,0.02211282,0.01053122,0.02158104,0.547168,0.04188463],"study_design_scores_gemma":[0.001421863,0.0002537776,0.7894165,0.003077463,0.0002880137,0.00002529442,0.002202198,0.1218394,0.010695,0.0002941517,0.06862326,0.001863072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948848,0.0004340365,0.006981491,0.005219497,0.01398456,0.008624671,0.0002458067,0.003389937,0.01227197],"genre_scores_gemma":[0.9418972,0.000009088387,0.05595666,0.00007549788,0.0001563942,0.0009753584,0.0000320755,0.00008439008,0.0008133138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5171269,"threshold_uncertainty_score":0.7552205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850087830792586,"score_gpt":0.2354852844823407,"score_spread":0.2169844061744149,"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."}}