{"id":"W2056409192","doi":"10.1109/iemdc.2005.195763","title":"A review of power converter topologies for wind generators","year":2005,"lang":"en","type":"review","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Wind power; Induction generator; Permanent magnet synchronous generator; Network topology; Power optimizer; Power electronics; Renewable energy; Turbine; Topology (electrical circuits); Computer science; Generator (circuit theory); Electrical engineering; Engineering; Electronic engineering; Power (physics); Maximum power point tracking; Magnet; Mechanical engineering; Physics; Inverter","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":[0.0002278039,0.0003913434,0.002384932,0.00009925594,0.00001108235,0.00001121761,0.0002837264,0.0002600798,0.0003940698],"category_scores_gemma":[0.00006729271,0.0002712282,0.0007046532,0.0001249029,0.00002171943,0.00005048555,0.00002715793,0.0001351383,0.00007874806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007931661,"about_ca_system_score_gemma":0.00006336117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002713366,"about_ca_topic_score_gemma":0.000001629068,"domain_scores_codex":[0.9985178,0.00004305707,0.0008860884,0.0002057184,0.00009877744,0.0002485239],"domain_scores_gemma":[0.9991411,0.0001456951,0.0001500327,0.0004461353,0.00006695519,0.00005007039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.378833e-7,0.000003937073,1.123173e-7,0.246472,0.0002214116,5.642498e-7,0.000003654935,0.000001850919,2.051437e-7,0.0001927002,0.07988228,0.6732211],"study_design_scores_gemma":[0.0001278797,0.00001924908,7.065261e-8,0.06429622,0.0003714198,0.00001333464,0.000001606928,0.0000356082,0.000001280147,0.000002495113,0.9348708,0.0002599981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.073747e-8,0.9916187,0.0004417397,0.0000225854,0.0008030818,0.001726389,0.00006907238,0.0001701987,0.005148191],"genre_scores_gemma":[0.000003582844,0.9981839,0.0003844733,0.0001473215,0.0003973117,0.000200606,0.00003827463,0.00008242618,0.0005620754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8549886,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363485524844988,"score_gpt":0.3000740000333366,"score_spread":0.2664391447848867,"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."}}