{"id":"W2096056880","doi":"10.1109/taes.2003.1261116","title":"Single-stage SVS PWM full-bridge converter","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Aerospace and Electronic Systems","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Converters; Pulse-width modulation; Voltage; Control theory (sociology); Power factor; Power (physics); Electronic engineering; Engineering; Computer science; Electrical engineering; Physics; Control (management)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001163466,0.0003112466,0.0003099506,0.0001150638,0.0001370611,0.00007201327,0.00009426531,0.0001405306,0.00006568658],"category_scores_gemma":[0.000002298137,0.0003252144,0.00008984021,0.0002213463,0.00005052732,0.0001741529,4.44442e-7,0.0003940069,0.0001193049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003440716,"about_ca_system_score_gemma":0.00004344644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004170501,"about_ca_topic_score_gemma":0.0001592006,"domain_scores_codex":[0.9984877,0.00005199963,0.0002531726,0.0003263395,0.0001842671,0.0006965533],"domain_scores_gemma":[0.999378,0.00006338576,0.00003750624,0.0003433843,0.00002921676,0.0001484741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003602163,0.0006936971,0.0001994645,0.001503305,0.001845683,0.00008833031,0.003634885,0.1791116,0.6518605,0.009169951,0.004039816,0.1474925],"study_design_scores_gemma":[0.007401153,0.002163177,0.0001077755,0.0004627073,0.0003683048,0.0008203273,0.002123652,0.5898417,0.1283063,0.0001245299,0.2647494,0.003530905],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05583695,0.001415637,0.9397869,0.00004589962,0.001318534,0.0003583101,0.0000159376,0.0003775489,0.0008442795],"genre_scores_gemma":[0.9959559,0.0004292397,0.00004853742,0.00006137664,0.00003801455,0.0000844947,0.000001600876,0.00007799942,0.003302818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.940119,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153099239886379,"score_gpt":0.2047783401978986,"score_spread":0.1932473477990348,"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."}}