{"id":"W2326709078","doi":"10.18687/laccei2015.1.1.012","title":"Engineering Accreditation in Canada","year":2015,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Accreditation; Unit (ring theory); Engineering education; Identifier; Latin Americans; Face (sociological concept); Engineering management; Political science; Computer science; Engineering ethics; Engineering; Sociology; Psychology; Mathematics education; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00004259768,0.00005155756,0.00004511923,0.00004756765,0.000002224084,0.000006067085,0.00004130856,0.00001184574,0.00003591348],"category_scores_gemma":[0.00001878252,0.00005448304,0.000004045405,0.0001441016,6.098119e-7,0.00004887988,0.000003767576,0.00004743125,0.00002268349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563899,"about_ca_system_score_gemma":0.0002902079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1474388,"about_ca_topic_score_gemma":0.4416028,"domain_scores_codex":[0.9996802,0.000001377127,0.0000878413,0.00004295131,0.00008410371,0.0001034994],"domain_scores_gemma":[0.9998522,0.000008386222,0.00000269972,0.00004860861,0.00001346176,0.00007457704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.37982e-7,0.000003217879,0.004063299,0.0000150912,0.000004077619,0.000003422999,0.0002509569,0.954157,0.00009608056,0.0003698675,0.0397271,0.001309667],"study_design_scores_gemma":[0.0004618515,0.000004555048,0.1200825,0.00003120121,0.00000203221,0.000008481903,0.00126017,0.7899319,0.002367335,0.00003220172,0.08538928,0.00042847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685268,0.0001591805,0.008547509,0.0001579481,0.002937143,0.00009251159,0.000001060137,0.0003505219,0.01922732],"genre_scores_gemma":[0.9974116,0.000003513658,0.002403724,0.00002357917,0.00002838763,0.00001415065,0.0000047308,0.000009337288,0.0001009972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.294164,"threshold_uncertainty_score":0.8582385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007961845537955542,"score_gpt":0.1618201187071099,"score_spread":0.1538582731691544,"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."}}