{"id":"W2183141648","doi":"","title":"THE CDIO SYLLABUS AND OUTCOMES-BASED ASSESSMENT: A CASE STUDY OF A CANADIAN MECHANICAL ENGINEERING PROGRAM","year":2010,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CDIO; Syllabus; Accreditation; Curriculum; Engineering education; Engineering management; Engineering; Computer science; Software engineering; Mathematics education; Medical education; Pedagogy; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005955277,0.0005234855,0.0003726023,0.001670153,0.007018046,0.002128769,0.002124888,0.001231195,0.001559393],"category_scores_gemma":[0.0159564,0.0003996779,0.0003355425,0.002274898,0.002048975,0.0007799913,0.00199647,0.002135509,0.0002498454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02738805,"about_ca_system_score_gemma":0.04026976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7735027,"about_ca_topic_score_gemma":0.9170704,"domain_scores_codex":[0.9935433,0.002341468,0.0001486883,0.0003443703,0.002191164,0.001431168],"domain_scores_gemma":[0.9880368,0.003678001,0.0006243106,0.0003590187,0.004441316,0.002860444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008057584,0.0158291,0.2154273,0.0009186999,0.00008634676,0.01480148,0.3603436,0.007821986,0.01714576,0.008648267,0.01293811,0.3452336],"study_design_scores_gemma":[0.0002837603,0.004756021,0.3318862,0.0003647282,0.0001213608,0.002946391,0.530225,0.01953391,0.01963339,0.001324384,0.08853688,0.0003879617],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893885,0.00007029832,0.001928975,0.0008875931,0.00002196426,0.0005448716,0.0001005122,0.00003185096,0.007025489],"genre_scores_gemma":[0.9854302,0.0001974895,0.008262578,0.0002857447,0.00001083334,0.0002640772,0.0001265204,0.00003047368,0.005392123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2264973,"threshold_uncertainty_score":0.4556623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007393255613381645,"score_gpt":0.2549266586985699,"score_spread":0.2475334030851883,"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."}}