{"id":"W4386315536","doi":"10.1541/ieejias.143.636","title":"Transformerless Power Supply for AC Rail Vehicles","year":2023,"lang":"en","type":"article","venue":"IEEJ Transactions on Industry Applications","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Transformer; Electrical engineering; AC adapter; Converters; Engineering; Switched-mode power supply; Power (physics); AC power; Automotive engineering; Computer science; Topology (electrical circuits); Voltage; Physics","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":[0.00005594726,0.0001799657,0.0001390077,0.0001689686,0.0001732166,0.0003970516,0.0005057956,0.0002396044,0.006122972],"category_scores_gemma":[0.0001449117,0.00008206921,0.0001423466,0.0001713784,0.0001682162,0.0005203905,0.0002808756,0.0002803943,0.001592191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491862,"about_ca_system_score_gemma":0.0002315246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004764155,"about_ca_topic_score_gemma":0.0006590811,"domain_scores_codex":[0.9998794,0.0000130843,0.000005495775,0.00001861743,0.00007454873,0.000008990008],"domain_scores_gemma":[0.9999515,0.000007555759,0.0000074747,0.000007019153,0.00002270758,0.000003789251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002259955,0.00008564375,0.0007104535,0.0006811864,0.00002110625,0.0002534853,0.000132128,0.01021694,0.6065198,0.04912154,0.00395336,0.3280784],"study_design_scores_gemma":[0.000134432,0.001797693,0.002950003,0.0002041881,0.00009964951,0.002271416,0.0001658188,0.2423919,0.4413558,0.02490523,0.2836739,0.00005005414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06939688,0.001389975,0.8741233,0.000310699,0.000207782,0.0001211211,0.0001415378,0.001567369,0.05274145],"genre_scores_gemma":[0.9364787,0.0008948016,0.03778594,0.0001371644,0.0000829008,0.0000399144,0.0001541297,0.00008251037,0.02434387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006122972,"threshold_uncertainty_score":0.02048337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141375165167895,"score_gpt":0.2387440328852007,"score_spread":0.2246065163684112,"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."}}