{"id":"W3148841045","doi":"10.1002/9781119710905.ch12","title":"Power Quality Enhancement and Grid Support Using Solar Energy Conversion System","year":2021,"lang":"en","type":"other","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Harmonics; AC power; Photovoltaic system; Power factor; Electronic engineering; Electric power system; Converters; Computer science; Engineering; Electrical engineering; Power (physics); Automotive engineering; Voltage; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007278437,0.0001818875,0.0002744895,0.00007235833,0.00002124662,0.00003251717,0.00004563809,0.0001817218,0.00699788],"category_scores_gemma":[0.000001413716,0.0001751937,0.00004458414,0.00004620957,0.00001003624,0.00002261602,0.00003242408,0.00005616716,0.000009499409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007480458,"about_ca_system_score_gemma":0.00001849257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002313142,"about_ca_topic_score_gemma":0.00003418867,"domain_scores_codex":[0.9993322,0.00002638219,0.0001897196,0.0001932712,0.0001081449,0.0001502956],"domain_scores_gemma":[0.9997012,0.000006666306,0.00005083585,0.0001675142,0.00002129302,0.000052474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003089269,0.00008813839,0.0001715703,0.006756164,0.001436046,0.0001136023,0.0002297808,0.007317745,0.0398103,0.002492008,0.9351482,0.006405589],"study_design_scores_gemma":[0.0004778416,0.00001575565,0.000005678874,0.0003054263,0.00004799507,0.00001160687,0.0001139297,0.04578505,0.004428022,5.23335e-7,0.9483908,0.000417379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009998935,0.01131974,0.2706933,0.00001148973,0.002476641,0.0001977444,0.00004633671,0.0005671717,0.7145876],"genre_scores_gemma":[0.04603218,0.01050735,0.01580723,0.0004190345,0.0018686,0.00004158922,0.001470174,0.001408751,0.9224451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2548861,"threshold_uncertainty_score":0.9939098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007672525403412388,"score_gpt":0.2066996440057946,"score_spread":0.1990271186023822,"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."}}