{"id":"W3206510922","doi":"10.1109/07ias.2007.152","title":"Parallel CFD Analysis of Conjugate Heat Transfer in a Dry Type Transformer","year":2007,"lang":"en","type":"article","venue":"Conference record","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Trois-Rivières; Polytechnique Montréal","funders":"","keywords":"Transformer; Mechanics; Computational fluid dynamics; Electromagnetic coil; Heat transfer; Fluent; Natural convection; Airflow; Mechanical engineering; Computer science; Electrical engineering; Engineering; Physics; Voltage","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001553101,0.0001011931,0.00029093,0.0004493899,0.00001542375,0.000005316255,0.00009563873,0.0001449217,0.0003623647],"category_scores_gemma":[0.000007759058,0.0001009366,0.0000699112,0.0007803437,0.00005070154,0.00006198577,0.000002015238,0.0001859448,0.00001684033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003348021,"about_ca_system_score_gemma":0.0000201616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003094304,"about_ca_topic_score_gemma":0.00165129,"domain_scores_codex":[0.9992501,0.00001118589,0.0003194234,0.0001243738,0.00006495573,0.0002299755],"domain_scores_gemma":[0.9997321,0.00002745798,0.000005003305,0.0001477324,0.00005130052,0.00003638107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00022887,0.0001504681,0.10659,0.0002321249,0.001185022,0.00002308274,0.005381378,0.003611337,0.1515469,0.009228168,0.0001910619,0.7216317],"study_design_scores_gemma":[0.003020842,0.0008355989,0.07437283,0.0003161036,0.0009910429,0.00001217834,0.002893481,0.648392,0.2290407,0.001728807,0.03678808,0.001608349],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779183,0.0000597457,0.1134679,0.00004554785,0.000214473,0.00007548202,0.000003793024,0.0001084332,0.008106316],"genre_scores_gemma":[0.9989777,0.0001957571,0.00069872,0.00002522999,0.00001246996,0.000005009067,0.000008351427,0.000009407817,0.0000673524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7200233,"threshold_uncertainty_score":0.4116076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560942494985821,"score_gpt":0.2480262221330783,"score_spread":0.2224167971832201,"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."}}