{"id":"W2789841461","doi":"10.1049/iet-rpg.2017.0539","title":"Combined control method for grid‐side converter of doubly fed induction generator‐based wind energy conversion systems","year":2018,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Doubly fed electric machine; Induction generator; Wind power; Grid; Control theory (sociology); Generator (circuit theory); Computer science; Control (management); Electrical engineering; Engineering; AC power; Physics; Mathematics; Voltage; Power (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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006275541,0.0003648975,0.00061969,0.0002574443,0.0001628754,0.0001189209,0.0001879692,0.0003421612,0.00004769899],"category_scores_gemma":[0.00004629146,0.0003608059,0.0001630927,0.0002591207,0.0000545345,0.0003236397,0.00001444842,0.00008563702,0.00001305876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744323,"about_ca_system_score_gemma":0.0001179378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183768,"about_ca_topic_score_gemma":0.0001671086,"domain_scores_codex":[0.9977862,0.0002196938,0.000781633,0.0004361375,0.0003594025,0.000416956],"domain_scores_gemma":[0.9983218,0.0001183272,0.0002598857,0.0005029398,0.0006554992,0.0001415821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002536864,0.00004142577,0.0001319508,0.00009561692,0.0001893384,0.000001110292,0.00009176376,0.2301359,0.7408016,0.0003175285,0.02777198,0.0001680713],"study_design_scores_gemma":[0.004144164,0.0004209156,0.00004107561,0.00003356994,0.00007586846,0.000004228103,0.00002564921,0.6645622,0.3134607,0.00001587384,0.01694516,0.0002705119],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08514477,0.0004704487,0.9020483,0.0001432362,0.01016086,0.001056768,0.000124235,0.000278188,0.0005731531],"genre_scores_gemma":[0.9936855,0.000005620405,0.002574478,0.0001855635,0.002540742,0.0001801737,0.0003087533,0.000092256,0.0004268848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9085408,"threshold_uncertainty_score":0.9998844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384006780093058,"score_gpt":0.2243397682945813,"score_spread":0.2104997004936507,"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."}}