{"id":"W2022145126","doi":"10.5539/ies.v1n3p99","title":"Status of Undergraduate Engineering Education in India-An Analysis of Accredited Engineering Programmes","year":2008,"lang":"en","type":"article","venue":"International Education Studies","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Engineering education; Engineering; Higher education; Strengths and weaknesses; Medical education; Political science; Engineering management; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002288765,0.0001514648,0.000167101,0.005449399,0.0007226008,0.002286429,0.0008643941,0.0002343589,0.001448406],"category_scores_gemma":[0.01394851,0.0001695116,0.0002492487,0.006932241,0.001221125,0.0006787223,0.001894972,0.0004877828,0.0002430064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002560053,"about_ca_system_score_gemma":0.003840393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02628184,"about_ca_topic_score_gemma":0.02194477,"domain_scores_codex":[0.9970307,0.0006609453,0.0002954901,0.000151773,0.001176177,0.0006848052],"domain_scores_gemma":[0.9808239,0.004816142,0.003827955,0.0008931851,0.006811821,0.002827031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001716043,0.0002717072,0.8968025,0.000247962,0.00002890167,0.0003223693,0.02878991,0.0004897565,0.00157569,0.002682295,0.001117715,0.06749961],"study_design_scores_gemma":[0.000001357715,0.00006763043,0.9919448,0.00002859477,0.000004192264,0.00006555509,0.005853247,0.0001006219,0.0001960035,0.00004207142,0.001688654,0.000007291086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923086,0.0001868997,0.00008028834,0.0001979862,0.00000788187,0.0000201454,0.0002854532,0.00001267743,0.006900034],"genre_scores_gemma":[0.9989362,0.000106956,0.00006802732,0.00001689767,0.000004295664,0.000008635903,0.0001862857,0.000002897453,0.0006697275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02628184,"threshold_uncertainty_score":0.05225772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030446087044025,"score_gpt":0.3179486451813042,"score_spread":0.297644184310864,"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."}}