{"id":"W2952003544","doi":"","title":"Quality Assurance of Engineering Education in Canada: its suitability for graduates working in global markets","year":2000,"lang":"en","type":"article","venue":"International journal of engineering education","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Quality assurance; Engineering education; Process (computing); Quality (philosophy); Engineering management; Order (exchange); Engineering; Engineering ethics; Political science; Business; Medical education; Medicine; Computer science; Operations management; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004512143,0.0001747835,0.0002616512,0.0002785612,0.000007759279,0.00002374276,0.0003065056,0.00005709465,0.00004580054],"category_scores_gemma":[0.0003600737,0.0002037541,0.00006817904,0.0003484061,0.000004615816,0.0002293786,0.000008414087,0.0001829815,0.000001070391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394085,"about_ca_system_score_gemma":0.002235922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006761727,"about_ca_topic_score_gemma":0.01498969,"domain_scores_codex":[0.9984161,0.00001734853,0.0008889951,0.0001322081,0.0003344282,0.0002108706],"domain_scores_gemma":[0.9991955,0.0001679093,0.0001303218,0.0001106731,0.0003100767,0.00008559193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0000511311,0.0003616981,0.1121175,0.0005698795,0.0001034376,0.000002510681,0.0003852441,0.7924213,0.001455159,0.000989448,0.001274416,0.09026829],"study_design_scores_gemma":[0.0004611783,0.00001050588,0.9630328,0.0009616194,0.00000742521,0.00003304371,0.0001676386,0.02798003,0.001379056,0.00007851764,0.005611349,0.000276855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914831,0.001265521,0.001706984,0.0002431461,0.004772938,0.0001895834,0.00001094681,0.00002536407,0.0003024342],"genre_scores_gemma":[0.9937301,0.0001877717,0.005719011,0.00002019477,0.0002216885,0.00004488973,0.00001846432,0.00002131045,0.00003661125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8509153,"threshold_uncertainty_score":0.9998524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009058459160874744,"score_gpt":0.2664826682707206,"score_spread":0.2574242091098459,"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."}}