{"id":"W4416582987","doi":"10.1109/jestpe.2025.3636430","title":"Fully Soft-Switched Step-Up Bridgeless SEPIC PFC Converter With Simple Auxiliary Circuit","year":2025,"lang":"","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Power factor; Total harmonic distortion; Diode; Power (physics); Control theory (sociology); Voltage; Switching time; Inductor; Simple (philosophy)","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005831975,0.0007971894,0.001321605,0.0009427945,0.000213292,0.0001678556,0.0006159716,0.0004597297,0.00007080979],"category_scores_gemma":[0.0001618772,0.000816857,0.000207939,0.001878418,0.0001487135,0.0005712947,0.00006830818,0.002987335,0.000003235157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068882,"about_ca_system_score_gemma":0.001495206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003333137,"about_ca_topic_score_gemma":0.0003799156,"domain_scores_codex":[0.995326,0.0001981248,0.00167905,0.0006141578,0.0006116584,0.001571006],"domain_scores_gemma":[0.9975385,0.0002893054,0.0005471863,0.0005247422,0.0008098593,0.0002904249],"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":[0.002342508,0.0007790437,0.05069103,0.002027774,0.005868089,0.001095614,0.01037773,0.01083653,0.03007274,0.005447012,0.006411315,0.8740506],"study_design_scores_gemma":[0.02877369,0.005173964,0.02312775,0.004435622,0.002263798,0.001986831,0.003140014,0.8053184,0.01219993,0.01071059,0.09764922,0.005220246],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4483407,0.01419847,0.5334911,0.000766739,0.002498989,0.0003607225,0.000008420558,0.00008218137,0.0002526858],"genre_scores_gemma":[0.9942926,0.003531326,0.0004399622,0.0003549636,0.0002721093,0.000008157542,0.000006177455,0.0001141181,0.0009806255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8688304,"threshold_uncertainty_score":0.9994282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006375342173607959,"score_gpt":0.2351831110764417,"score_spread":0.2288077689028337,"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."}}