{"id":"W4404697431","doi":"10.4324/9781003464259-39","title":"Foundational perspectives on ethics in engineering accreditation","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Engineering ethics; Engineering; Political science; Medical education; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004481106,0.0003929167,0.0002086846,0.00155537,0.004560437,0.006325016,0.0008097999,0.002174137,0.003443442],"category_scores_gemma":[0.004604622,0.000201402,0.0002187304,0.001551003,0.02317446,0.004549345,0.002137176,0.004813253,0.0007300719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008515075,"about_ca_system_score_gemma":0.005810264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006917917,"about_ca_topic_score_gemma":0.008955797,"domain_scores_codex":[0.9955693,0.00268226,0.0001100966,0.0001949155,0.001051431,0.0003919748],"domain_scores_gemma":[0.9966636,0.002333339,0.0001796674,0.0001544191,0.0005046767,0.0001642786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001054537,0.000006204975,0.00004244357,0.000016634,4.650546e-7,0.00001479674,0.001166378,0.0001178245,0.00001262727,0.9913033,0.003329138,0.003989015],"study_design_scores_gemma":[0.000004968809,0.00001696467,0.000676199,0.0004306224,0.000002259096,0.0001371746,0.002740999,0.0006849225,0.0001528522,0.5447491,0.4503927,0.00001130505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004787087,0.01052802,0.009052077,0.01919866,0.0006715964,0.00001610644,0.00001111052,0.00002962524,0.9557058],"genre_scores_gemma":[0.7301533,0.02009163,0.008270821,0.01140905,0.001880253,0.0001736704,0.00006545181,0.0001344396,0.2278214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008515075,"threshold_uncertainty_score":0.06178147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975382515987875,"score_gpt":0.252803369064634,"score_spread":0.2330495439047553,"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."}}