{"id":"W3150436106","doi":"","title":"Active power regulation of wind power systems through demand response","year":2012,"lang":"en","type":"article","venue":"中国科学:技术科学(英文版)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Wind power; Electric power system; Demand response; Renewable energy; Production (economics); Environmental economics; Power (physics); Computer science; Economics; Electricity; Engineering; Microeconomics; Electrical engineering","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":[0.0003502333,0.0003723502,0.000294762,0.0001937942,0.0001858199,0.0005780521,0.0005103438,0.0003632286,0.0009925427],"category_scores_gemma":[0.0009723651,0.0001600776,0.0001639461,0.0002093571,0.0002787487,0.0005942332,0.0003430407,0.0004076421,0.0002517771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411392,"about_ca_system_score_gemma":0.0001605663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008284927,"about_ca_topic_score_gemma":0.00102934,"domain_scores_codex":[0.9997191,0.0001126141,0.00001791163,0.00005698324,0.00006903552,0.00002438704],"domain_scores_gemma":[0.9995325,0.000235609,0.00007012382,0.00004747141,0.00009944739,0.00001480854],"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":[0.0004108066,0.0003461122,0.002693999,0.0002501155,0.00006551114,0.0004482073,0.0003727652,0.7098756,0.07024789,0.02192206,0.002792491,0.1905745],"study_design_scores_gemma":[0.0000149469,0.00006179074,0.0003394447,0.000004786474,0.000006889355,0.00004339142,0.00002759232,0.9911335,0.004009337,0.003038391,0.001310708,0.000009266875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.127665,0.0002239418,0.8602938,0.0003526724,0.00007478253,0.00008374431,0.00006267639,0.0008925711,0.01035078],"genre_scores_gemma":[0.987894,0.00006526018,0.01082989,0.00003232018,0.00001520434,0.00003010602,0.00002751861,0.00002418183,0.001081393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009925427,"threshold_uncertainty_score":0.003320336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009627678434239357,"score_gpt":0.2117733969551911,"score_spread":0.2021457185209518,"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."}}