{"id":"W2126704238","doi":"10.1109/tec.2008.2001460","title":"Variable Frequency Transformer—Concept and Electromagnetic Design Evaluation","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Electric (Canada)","funders":"","keywords":"Transformer; Stator; Electrical engineering; Asynchronous communication; Computer science; Electric power transmission; Electronic engineering; Engineering; Voltage; Telecommunications","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":[0.0007764235,0.0004495174,0.0003163455,0.0006222186,0.0001966814,0.0008815221,0.0006045713,0.0004852347,0.003361241],"category_scores_gemma":[0.000868943,0.0001774351,0.0002657454,0.0004965125,0.0004191396,0.001133934,0.0002825363,0.0003309178,0.0007432675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009251465,"about_ca_system_score_gemma":0.0004144724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005797429,"about_ca_topic_score_gemma":0.0004242136,"domain_scores_codex":[0.9995571,0.00009576511,0.00001101756,0.00003348141,0.0002780235,0.00002470912],"domain_scores_gemma":[0.9996955,0.00005634807,0.00003310536,0.00002925556,0.0001710881,0.00001459146],"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":[0.0005415091,0.0002252054,0.002584527,0.0009710228,0.00004958249,0.0004400763,0.0003747279,0.1572401,0.1063495,0.2997604,0.009592094,0.4218712],"study_design_scores_gemma":[0.0001347486,0.001988313,0.002912861,0.0002272521,0.00007862602,0.002481765,0.0003924334,0.6185015,0.1106599,0.03365333,0.2288816,0.00008756039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07343452,0.003579979,0.7918292,0.0004210656,0.0001927222,0.0003243274,0.0001443619,0.0004407316,0.1296331],"genre_scores_gemma":[0.8034404,0.003522248,0.1618772,0.0000825766,0.000100739,0.0001672033,0.0002213131,0.0001213037,0.0304669],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003361241,"threshold_uncertainty_score":0.01124454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013042850742674,"score_gpt":0.189997794179798,"score_spread":0.176954943437124,"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."}}