{"id":"W1832908685","doi":"10.24908/pceea.v0i0.4858","title":"Curriculum Management and CEAB Outcome Reporting: Recent Activities at the University of British Columbia","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Accreditation; Curriculum; Data collection; Medical education; Conceptualization; General partnership; Engineering management; Perspective (graphical); Process (computing); Engineering; Engineering ethics; Psychology; Medicine; Computer science; Pedagogy; Sociology; Political science","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":[0.07747302,0.0004090518,0.0005963003,0.01109237,0.004847914,0.005732271,0.003248885,0.0008545337,0.001412693],"category_scores_gemma":[0.1929608,0.0005176683,0.0002534099,0.0186802,0.002671907,0.001808131,0.004862666,0.00204757,0.0003494652],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04157118,"about_ca_system_score_gemma":0.07391368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7308515,"about_ca_topic_score_gemma":0.8361997,"domain_scores_codex":[0.9302192,0.02784475,0.00537277,0.003584416,0.03020549,0.002773321],"domain_scores_gemma":[0.6700417,0.08431375,0.03142245,0.01334271,0.1816201,0.01925938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001521825,0.0007643541,0.5404977,0.000800817,0.00008190392,0.0001111816,0.01960184,0.0007844662,0.001102407,0.001426772,0.01019488,0.4244814],"study_design_scores_gemma":[0.00001820491,0.0001984292,0.9578792,0.0004910902,0.00002649756,0.00005593006,0.01397573,0.00138898,0.001556025,0.0002373169,0.02408925,0.00008339485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189432,0.005106695,0.007769322,0.0161047,0.0002813207,0.002038697,0.002766065,0.0006080163,0.04638186],"genre_scores_gemma":[0.9704551,0.0030414,0.01397892,0.001158203,0.00009572708,0.00152188,0.00265948,0.0001693774,0.006919986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9584288,"threshold_uncertainty_score":0.5414672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004431768897506203,"score_gpt":0.1668548301769434,"score_spread":0.1624230612794372,"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."}}