{"id":"W4414449508","doi":"10.3390/electronics14193757","title":"Integrated FCS-MPC with Synchronous Optimal Pulse-Width Modulation for Enhanced Dynamic Performance in Two-Level Voltage-Source Inverters","year":2025,"lang":"en","type":"article","venue":"Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Total harmonic distortion; Modulation index; Control theory (sociology); Weighting; Distortion (music); Modulation (music); Noise (video); Harmonic; Voltage","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":[0.0001194239,0.0003054051,0.0002992219,0.0002394049,0.00008154132,0.000048627,0.0002351006,0.00009949195,0.00001758139],"category_scores_gemma":[0.00001058437,0.0002960241,0.00006064183,0.0004323035,0.00004115186,0.0002366143,0.00001938104,0.0003514396,0.000008011984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008126305,"about_ca_system_score_gemma":0.0001730197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003632376,"about_ca_topic_score_gemma":0.0008020825,"domain_scores_codex":[0.998566,0.00001558442,0.0003101499,0.0003315219,0.0001298459,0.0006468921],"domain_scores_gemma":[0.9995252,0.00004375297,0.00004509058,0.0002674568,0.00006350053,0.00005499294],"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":[0.0001883675,0.00004898796,0.0007859423,0.0001733837,0.00011928,0.000001368988,0.0004378462,0.3565975,0.01650556,0.0001086188,0.0001031258,0.62493],"study_design_scores_gemma":[0.001709286,0.000167355,0.002581375,0.0001401721,0.00002645935,0.000002503828,0.00008167173,0.9817213,0.01201061,0.00004654137,0.001176569,0.0003360974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.404533,0.0002780903,0.5942531,0.0000274236,0.0001299054,0.0003642142,0.000007302198,0.000145245,0.0002616918],"genre_scores_gemma":[0.9957743,0.0001666,0.002972668,0.0001580792,0.00001588772,0.0001641637,0.00009558985,0.00005844739,0.0005943123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6251238,"threshold_uncertainty_score":0.9999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006155513964034996,"score_gpt":0.2163405755959538,"score_spread":0.2101850616319189,"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."}}