{"id":"W2025833327","doi":"10.1049/iet-pel.2010.0031","title":"Power quality enhancement utilising single-phase unified power quality conditioner: digital signal processor-based experimental validation","year":2011,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Harmonics; Total harmonic distortion; Voltage sag; Voltage; Power factor; Electronic engineering; AC power; Control theory (sociology); Flicker; Distortion (music); Power (physics); Three-phase; Voltage optimisation; Computer science; Engineering; Electrical engineering; Power quality; 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":[0.0009467892,0.0004601324,0.0004843336,0.0003403417,0.0003121875,0.0005029433,0.0008136503,0.0006191446,0.002341766],"category_scores_gemma":[0.001261793,0.0001331437,0.000228396,0.0003680517,0.0005588061,0.0007357457,0.0003207836,0.0004345261,0.0002723976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074976,"about_ca_system_score_gemma":0.0003564964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004465535,"about_ca_topic_score_gemma":0.0004124498,"domain_scores_codex":[0.9990492,0.0002149937,0.00005222075,0.0001496764,0.0004571514,0.00007668891],"domain_scores_gemma":[0.9990585,0.0002618493,0.0001457522,0.0002014577,0.0002820346,0.00005037816],"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":[0.000821773,0.001447631,0.002248959,0.0007684288,0.00004411558,0.0002138608,0.0002693325,0.01120136,0.9105143,0.001863941,0.0008647867,0.06974167],"study_design_scores_gemma":[0.000186794,0.005573541,0.0034266,0.00002381462,0.00004093044,0.0002838874,0.00005736667,0.04795005,0.9392835,0.0002454771,0.002903349,0.00002460854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.75576,0.0003337123,0.2362175,0.000200478,0.0001232108,0.0006645479,0.0002357754,0.001304416,0.005160312],"genre_scores_gemma":[0.9659439,0.0001459304,0.03256632,0.00003074179,0.00001522654,0.0001244,0.0000777638,0.00002679951,0.001068902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002341766,"threshold_uncertainty_score":0.007834017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0597828941445795,"score_gpt":0.3108296653103827,"score_spread":0.2510467711658032,"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."}}