{"id":"W2147547292","doi":"10.1109/ias.1997.629037","title":"Distribution system voltage regulation under fault conditions using static series regulators","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Transformer; Voltage regulation; Voltage; Compensation (psychology); Control theory (sociology); Computer science; Voltage sag; Three-phase; Power conditioner; Engineering; Fault (geology); AC power; Electronic engineering; Power quality; Topology (electrical circuits); Electrical engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008514224,0.0001086822,0.0001161197,0.00003757741,0.0001484771,0.00005684466,0.00005277399,0.0000758082,0.000299678],"category_scores_gemma":[0.000007662612,0.0001140685,0.000039118,0.0001641737,0.00003880199,0.0003640754,0.00001021518,0.00007389818,0.00008056605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264941,"about_ca_system_score_gemma":0.000004997151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001797074,"about_ca_topic_score_gemma":0.00001247663,"domain_scores_codex":[0.9993203,0.00002161396,0.0002266096,0.0001037824,0.0001478577,0.0001798077],"domain_scores_gemma":[0.9996837,0.00002308161,0.00002974725,0.0001701013,0.00003575674,0.00005761373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005239688,0.00004625655,0.00009918489,0.0006014012,0.0001244729,0.000006882388,0.000988279,0.5023736,0.01685792,0.458809,0.01978955,0.0002982265],"study_design_scores_gemma":[0.0002138801,0.00001261863,0.002673595,0.00009088528,0.00003772229,0.00002886315,0.00103766,0.9855421,0.005189544,0.001766947,0.00315612,0.0002500406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4790975,0.0001240482,0.5162665,0.0001163641,0.0003329937,0.0001744566,0.0002171008,0.0009583029,0.002712683],"genre_scores_gemma":[0.9986618,0.000008078194,0.0003710107,0.00001898746,0.00003731803,0.000005414516,0.0001722734,0.0000175975,0.0007074759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5195643,"threshold_uncertainty_score":0.4651578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496333033160121,"score_gpt":0.2402185393848145,"score_spread":0.2052552090532133,"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."}}