{"id":"W4409049947","doi":"10.1109/tpel.2025.3556755","title":"A Topology-Reconstructed Minimum-Current-Stress Modulation for a Single-Phase Isolated DC–AC Converter","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada First Research Excellence Fund","keywords":"Topology (electrical circuits); Stress (linguistics); Current (fluid); Modulation (music); Three-phase; Phase (matter); Control theory (sociology); Electronic engineering; Physics; Electrical engineering; Computer science; Voltage; Engineering; Acoustics; Control (management)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009218841,0.0003150405,0.0002120179,0.0002843376,0.0001843972,0.0003207609,0.0003745752,0.0002011359,0.001342962],"category_scores_gemma":[0.0001649312,0.00007487856,0.0001370331,0.0002617532,0.0002144254,0.0003980905,0.0001660616,0.0003594297,0.0002479004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864352,"about_ca_system_score_gemma":0.0001211361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001043716,"about_ca_topic_score_gemma":0.0001497828,"domain_scores_codex":[0.9999313,0.00001091677,0.00000539112,0.00001359458,0.00003313276,0.000005608803],"domain_scores_gemma":[0.9999354,0.000008404538,0.00001523598,0.00001376229,0.00002032744,0.00000685345],"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":[0.00034733,0.000119928,0.000661524,0.0002721154,0.00002283894,0.0002145507,0.0001997274,0.01726097,0.7237535,0.0260536,0.0009842664,0.2301096],"study_design_scores_gemma":[0.0001356174,0.001219125,0.002260404,0.00008751074,0.00005626932,0.001302109,0.0001088308,0.5435637,0.4081762,0.01359479,0.02944478,0.00005084867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2547211,0.001117936,0.7209948,0.0003206877,0.0002474147,0.0001690558,0.00008460771,0.0005309124,0.02181354],"genre_scores_gemma":[0.9560187,0.0002092594,0.04222562,0.0000404488,0.00004128224,0.0000394548,0.00003730269,0.00001678051,0.001371154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001342962,"threshold_uncertainty_score":0.00449264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335794389766404,"score_gpt":0.2730752305668875,"score_spread":0.2597172866692234,"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."}}