{"id":"W2106162573","doi":"10.1109/mwscas.1995.504418","title":"Power factor correction for nonlinear loads using rule based modulated passive filters","year":2002,"lang":"en","type":"article","venue":"","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ripple; Power factor; Control theory (sociology); Harmonic; Nonlinear system; Total harmonic distortion; Switched-mode power supply; Three-phase; Power (physics); Voltage; Engineering; Computer science; Electronic engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003291755,0.0001239188,0.0001252653,0.00006209554,0.00005963996,0.00003218168,0.00006148669,0.00009922288,0.001293648],"category_scores_gemma":[0.00002436343,0.0001252826,0.00008063588,0.0001031211,0.0000127384,0.000119473,0.000006479677,0.00009568574,0.00005110167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009203688,"about_ca_system_score_gemma":0.000006636493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001286783,"about_ca_topic_score_gemma":0.000004237395,"domain_scores_codex":[0.9993923,0.00001050615,0.0001629428,0.0001261019,0.00008726024,0.0002208749],"domain_scores_gemma":[0.9996794,0.00005617182,0.00002185463,0.0001358256,0.00004223497,0.00006455043],"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":[0.00008918742,0.0003896744,0.0002919063,0.0002496263,0.0003492598,0.00001473514,0.002271069,0.7621895,0.1535286,0.0001209874,0.06300778,0.01749764],"study_design_scores_gemma":[0.0003772783,0.0000288091,0.0001098864,0.0000130301,0.000009292849,0.000001376134,0.00003575529,0.9507562,0.0377798,0.00001079172,0.01070543,0.0001723878],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5223209,0.00006727297,0.4718459,0.0001099053,0.002273058,0.0002891538,0.0001402058,0.0006234686,0.002330111],"genre_scores_gemma":[0.9910922,0.000005798486,0.007974285,0.0001832361,0.0000549328,0.000007511005,0.00002792947,0.00003517377,0.0006189031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4687713,"threshold_uncertainty_score":0.9996193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159567372209286,"score_gpt":0.2481195815384225,"score_spread":0.2065239078163296,"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."}}