{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007237082,0.0002895512,0.000366267,0.003657893,0.01521628,0.008291641,0.001928619,0.002568754,0.01506547],"category_scores_gemma":[0.02471601,0.0003890125,0.0004784231,0.00535371,0.003021375,0.001636236,0.003198504,0.002826935,0.001372806],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1056191,"about_ca_system_score_gemma":0.3512335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870747,"about_ca_topic_score_gemma":0.9934575,"domain_scores_codex":[0.9846752,0.001150658,0.0004221242,0.0007291267,0.008933469,0.004089313],"domain_scores_gemma":[0.9476015,0.003430555,0.001002456,0.000889123,0.03854015,0.008536346],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006058997,0.0001543294,0.032157,0.0005157889,0.00004023932,0.001084774,0.004970429,0.001834266,0.001072765,0.2260236,0.449232,0.2828542],"study_design_scores_gemma":[0.00001359907,0.00003409707,0.04688074,0.0004129761,0.00001541485,0.0002053968,0.004250276,0.00128061,0.0005425562,0.003985479,0.9422949,0.00008401509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05658577,0.0139172,0.005746056,0.1441338,0.003472134,0.0003189245,0.001499949,0.0006590823,0.7736671],"genre_scores_gemma":[0.638434,0.01034382,0.007054271,0.02962495,0.0003597801,0.0001633663,0.001299252,0.0003044523,0.312416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9927629,"threshold_uncertainty_score":0.7663238,"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."}}