{"id":"W6936088338","doi":"10.57647/j.mjee.2024.1804.57","title":"Voltage imbalance compensation using synchronous compensator with multivariable filter in microgrids","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Control theory (sociology); Multivariable calculus; Compensation (psychology); Voltage; AC power; Power (physics); Filter (signal processing); Waveform; Voltage reference","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009430304,0.0003158845,0.0006200005,0.0005645033,0.0001058167,0.001244101,0.001020602,0.0001030644,0.002074105],"category_scores_gemma":[0.00003453677,0.000295641,0.00009132647,0.0008896258,0.0000865986,0.001917899,0.0002400528,0.000574425,0.00002508779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003155704,"about_ca_system_score_gemma":0.0001260193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007260093,"about_ca_topic_score_gemma":0.00009761675,"domain_scores_codex":[0.9980198,0.0001202517,0.0007132325,0.0003469604,0.0003714158,0.000428328],"domain_scores_gemma":[0.9990293,0.000241102,0.000154784,0.0003345574,0.00009406577,0.0001461577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002170437,0.0002984793,0.1226989,0.001398364,0.0005651345,0.0004747893,0.001401554,0.09573898,0.757769,0.0004298486,0.01050344,0.008504496],"study_design_scores_gemma":[0.002130678,0.00003491935,0.4177276,0.005982882,0.0002158564,0.000152076,0.0002556767,0.4139869,0.1153509,0.001833627,0.04043048,0.001898354],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572776,0.01952488,0.02009317,0.00004003867,0.0008592415,0.000448246,0.00008982766,0.0001666437,0.001500344],"genre_scores_gemma":[0.9958743,0.001753779,0.001994379,0.00008867421,0.0001173907,0.00001763857,0.0000191472,0.00008060509,0.00005403031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6424181,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.19227329543195,"score_gpt":0.494746780467661,"score_spread":0.302473485035711,"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."}}