{"id":"W2100096549","doi":"10.1109/fie.1993.405440","title":"Restructuring for the next century: An electrical engineering program in Quito, Ecuador","year":2002,"lang":"en","type":"article","venue":"","topic":"Educational and Organizational Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Restructuring; Engineering; Computer science; Library science; Engineering management; Electrical engineering; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004763206,0.0001926785,0.0001514151,0.0003504763,0.003190913,0.001416625,0.0007207337,0.0008009647,0.009172807],"category_scores_gemma":[0.001004244,0.0001038606,0.00009412273,0.0004839201,0.0006155684,0.0009324347,0.001565842,0.0008317097,0.0004595695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003363307,"about_ca_system_score_gemma":0.003967786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02473805,"about_ca_topic_score_gemma":0.05676068,"domain_scores_codex":[0.9997227,0.00007194642,0.00000821728,0.00001870857,0.00003081658,0.0001476273],"domain_scores_gemma":[0.9994705,0.00006859728,0.00004031714,0.00001773055,0.00009586866,0.0003069216],"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":[0.001468555,0.005070594,0.1285533,0.0009005654,0.00005292053,0.02415441,0.1674806,0.002058939,0.01742376,0.03440208,0.0710777,0.5473566],"study_design_scores_gemma":[0.0002601135,0.0007385354,0.2740764,0.0002892624,0.00003672292,0.001218475,0.2677334,0.00121632,0.00333842,0.001726767,0.4493341,0.00003151883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9496982,0.001476095,0.0002603774,0.01007746,0.00009903165,0.00009729262,0.00005176395,0.00003149286,0.03820835],"genre_scores_gemma":[0.9380367,0.001160981,0.0004065725,0.001728818,0.00003596429,0.0000744499,0.0001183093,0.00001788888,0.05842033],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02473805,"threshold_uncertainty_score":0.04918808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476357979653731,"score_gpt":0.2258397989704616,"score_spread":0.2010762191739243,"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."}}