{"id":"W1937131306","doi":"10.24908/pceea.v0i0.3680","title":"THE GLOBAL ENGINEER: AN IMPLEMENTATION OF OUTCOMES BASED ACCREDITATION REQUIREMENTS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Accreditation; Outcome (game theory); Engineering management; Best practice; Engineering education; Engineering; Engineering ethics; Political science; Law","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":[0.07890444,0.0004949211,0.0003936714,0.001681238,0.004717845,0.009013986,0.003071682,0.003952003,0.003933301],"category_scores_gemma":[0.05849354,0.0004733643,0.0006187636,0.001678627,0.005140362,0.006396013,0.01088871,0.003867313,0.0009521605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0148672,"about_ca_system_score_gemma":0.07859356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.042844,"about_ca_topic_score_gemma":0.07832704,"domain_scores_codex":[0.935149,0.02646924,0.003129069,0.002876091,0.02568242,0.00669416],"domain_scores_gemma":[0.9282113,0.01462976,0.003534076,0.01222776,0.03230086,0.009096244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001323498,0.001536384,0.03318864,0.0005570562,0.00005626825,0.0008664094,0.03632554,0.005979779,0.005815381,0.3385136,0.05597778,0.5210509],"study_design_scores_gemma":[0.0002777721,0.002133308,0.04275811,0.001363774,0.0001364962,0.000847594,0.03617875,0.01735004,0.01194349,0.1003336,0.7863265,0.0003505875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1996763,0.0004278251,0.3093418,0.108843,0.0006836031,0.003650338,0.0003373375,0.003209026,0.3738307],"genre_scores_gemma":[0.734009,0.0002714951,0.2238713,0.009632849,0.00006770537,0.0009255423,0.0004209356,0.0005140156,0.03028721],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07890444,"threshold_uncertainty_score":0.4172915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147615190730412,"score_gpt":0.2412644309959904,"score_spread":0.2297882790886863,"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."}}