{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":474,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":474,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"38023531662b","filters":{"topic":"Wind Turbine Control Systems"}},"results":[{"id":"W2158937797","doi":"10.1109/tpel.2004.833459","title":"An Intelligent Maximum Power Extraction Algorithm for Inverter-Based Variable Speed Wind Turbine Systems","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":548,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Power optimizer; Wind power; Turbine; Variable speed wind turbine; Maximum power principle; Maximum power point tracking; Wind speed; Engineering; Inverter; Computer science; Control theory (sociology); Power (physics); Automotive engineering; Permanent magnet synchronous generator; Electrical engineering; Voltage; Artificial intelligence; Control (management); Mechanical engineering","authors":[{"name":"Q. Wang","is_ca":false},{"name":"Liuchen Chang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008234661940693146,"gpt":0.2253761276816739,"spread":0.2171414657409807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002113206,0.0004333701,0.0004242299,0.00031079,0.0002403042,0.0003919302,0.0005229531,0.0003635712,0.001611177],"category_scores_gemma":[0.0007143789,0.0002004241,0.0002210738,0.0003644257,0.000160802,0.0005760399,0.0002351047,0.0004291111,0.0003559208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624516,"about_ca_system_score_gemma":0.0001723183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006052188,"about_ca_topic_score_gemma":0.000909189,"domain_scores_codex":[0.9999014,0.00001403555,0.00001083586,0.00001852597,0.00004672198,0.000008461174],"domain_scores_gemma":[0.9998556,0.00006778703,0.00002139929,0.00001309379,0.00003796623,0.00000399859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000125168,0.0000579888,0.0003982906,0.0001279697,0.00003161956,0.00007770186,0.00009877925,0.1832442,0.02670921,0.008512206,0.001379338,0.7792376],"study_design_scores_gemma":[0.00002757446,0.00007528564,0.0002571351,0.000008524616,0.00001089616,0.00006544167,0.000007186789,0.9871021,0.00742756,0.002222827,0.00278786,0.000007615706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00817849,0.0001251231,0.989994,0.00002654476,0.00001360357,0.00001864393,0.000009903936,0.0003698564,0.001263857],"genre_scores_gemma":[0.3984863,0.0002314998,0.5982361,0.00004448176,0.00003236481,0.0001250749,0.0000859451,0.00008084319,0.002677461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001611177,"threshold_uncertainty_score":0.005389929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110847005","doi":"10.1109/60.849122","title":"Control design and dynamic performance analysis of a wind turbine-induction generator unit","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":384,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Induction generator; Control theory (sociology); Wind power; Turbine; MATLAB; Generator (circuit theory); Engineering; Computer science; Power (physics); Electrical engineering; Control (management); Physics","authors":[{"name":"E.S. Abdin","is_ca":true},{"name":"Weiqing Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006972507808424687,"gpt":0.1809098677800922,"spread":0.1739373599716675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004361435,0.0006201456,0.0004162992,0.0002443274,0.0004661637,0.0006839474,0.000454054,0.0005082689,0.003445845],"category_scores_gemma":[0.0006157529,0.0002421021,0.0002934028,0.0001601248,0.0002688468,0.0003211884,0.0002552535,0.0004762216,0.000516869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998682,"about_ca_system_score_gemma":0.0004806689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003402454,"about_ca_topic_score_gemma":0.002130848,"domain_scores_codex":[0.9997621,0.00005092891,0.00001214214,0.00004252981,0.0001051858,0.0000270647],"domain_scores_gemma":[0.9997364,0.00009185037,0.00004637771,0.00002153673,0.00009173316,0.00001207457],"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":[0.0003924856,0.0001547476,0.001046078,0.0003844278,0.00006821941,0.0002500052,0.0001634265,0.844529,0.08095465,0.005838613,0.0007907091,0.06542755],"study_design_scores_gemma":[0.00002901109,0.0003812289,0.0006222296,0.00001072823,0.00002656833,0.00003441218,0.00001060939,0.9886955,0.008874999,0.0003021714,0.001005483,0.000007066752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1892223,0.0006257316,0.7866189,0.0002761473,0.00008910771,0.0003029257,0.000115654,0.001124349,0.02162496],"genre_scores_gemma":[0.9887863,0.00008730603,0.009185929,0.00001608312,0.000008631056,0.00007937494,0.00003866091,0.00001673782,0.001780982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003445845,"threshold_uncertainty_score":0.01152748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125656363","doi":"10.1109/tpwrs.2008.2004827","title":"Kinetic Energy of Wind-Turbine Generators for System Frequency Support","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":347,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Wind power; Turbine; Kinetic energy; Electric power system; Computer science; Marine engineering; Power (physics); Electrical engineering; Engineering; Environmental science; Simulation; Aerospace engineering; Physics","authors":[{"name":"Ping-Kwan Keung","is_ca":true},{"name":"Pei Li","is_ca":true},{"name":"H. Banakar","is_ca":true},{"name":"B.T. Ooi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01045633144932118,"gpt":0.1873718977095816,"spread":0.1769155662602604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002509309,0.0004723456,0.0003498789,0.0003396021,0.0004603129,0.001631966,0.0004812128,0.000426491,0.01091466],"category_scores_gemma":[0.0008539887,0.0001974046,0.0002036649,0.0002500079,0.0004194367,0.001094145,0.0005832065,0.0006007138,0.002004587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002506985,"about_ca_system_score_gemma":0.0002963275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004345257,"about_ca_topic_score_gemma":0.0008775021,"domain_scores_codex":[0.9996482,0.00004828586,0.0000202133,0.0000342867,0.0002143569,0.00003459043],"domain_scores_gemma":[0.9997681,0.00009293816,0.00002956861,0.00002980806,0.00005706652,0.00002250215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001818976,0.0002683343,0.006998858,0.00134109,0.0001126174,0.002453567,0.0008594566,0.1079075,0.2566649,0.3360865,0.01832827,0.2671599],"study_design_scores_gemma":[0.0003189005,0.001043503,0.01111531,0.0004829312,0.0001409163,0.002779139,0.0008765705,0.5336214,0.1207144,0.1442633,0.1843968,0.0002468532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2702082,0.004895421,0.4124718,0.005443506,0.002588748,0.0001224212,0.000898717,0.001841462,0.3015296],"genre_scores_gemma":[0.9731069,0.0007864651,0.006311065,0.0001642064,0.0001101723,0.00002083805,0.0001472849,0.00009746837,0.01925553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01091466,"threshold_uncertainty_score":0.03651315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055596962","doi":"10.1109/tie.2012.2226417","title":"LVRT Capability of DFIG-Based WECS Under Asymmetrical Grid Fault Condition","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":227,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Grid code; Low voltage ride through; Control theory (sociology); Fault (geology); AC power; Rotor (electric); Grid; Converters; Induction generator; Engineering; Computer science; Voltage; Symmetrical components; Electrical engineering; Control (management); Mathematics","authors":[{"name":"Hua Geng","is_ca":false},{"name":"Cong Liu","is_ca":true},{"name":"Geng Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02444934233934387,"gpt":0.2374274268672948,"spread":0.2129780845279509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611985,0.0003529758,0.0004453292,0.000466564,0.0003949672,0.0004708114,0.0004893657,0.0004600466,0.001192733],"category_scores_gemma":[0.0007664046,0.00009227274,0.000248104,0.0003751467,0.0003177638,0.0006692545,0.0002161284,0.0002997501,0.0002148289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045146,"about_ca_system_score_gemma":0.0002501228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003182685,"about_ca_topic_score_gemma":0.002713012,"domain_scores_codex":[0.9997891,0.00002488695,0.00002007159,0.00003990874,0.00006754376,0.00005855356],"domain_scores_gemma":[0.9994808,0.0001087567,0.0001034416,0.00007424506,0.0001976286,0.00003517774],"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":[0.001247808,0.0001873505,0.01227762,0.0004308546,0.0001125307,0.001493316,0.0003744583,0.6187252,0.2866617,0.003525689,0.001482986,0.07348047],"study_design_scores_gemma":[0.00005370516,0.0008599113,0.008192692,0.00004513664,0.0001049828,0.0003872416,0.0002761984,0.8868591,0.09984507,0.001278475,0.002048843,0.00004873862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439638,0.0002481554,0.05116274,0.000118077,0.00007254876,0.00004217192,0.0001410928,0.0005581086,0.003693315],"genre_scores_gemma":[0.999202,0.00002638645,0.000462518,0.000006317932,0.00000152161,0.000006002733,0.0000275104,0.000004370544,0.0002633686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003182685,"threshold_uncertainty_score":0.006328285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591241931","doi":"10.1049/iet-epa.2016.0799","title":"PMSG‐based wind energy conversion systems: survey on power converters and controls","year":2017,"lang":"en","type":"article","venue":"IET Electric Power Applications","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":223,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Ministerio de Ciencia e Innovación; Northern Arizona University","keywords":"Converters; Wind power; Power (physics); Energy transformation; Electric power system; Energy (signal processing); Computer science; Control theory (sociology); Engineering; Control engineering; Electrical engineering; Physics; Control (management); Voltage; Artificial intelligence","authors":[{"name":"Venkata Yaramasu","is_ca":true},{"name":"Apparao Dekka","is_ca":true},{"name":"Mario J. Durán","is_ca":true},{"name":"Samir Kouro","is_ca":true},{"name":"Bin Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007805178612075719,"gpt":0.2087493886792155,"spread":0.2009442100671398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002119015,0.0005672595,0.0005779848,0.001192936,0.0002061392,0.0007406895,0.0003611055,0.0005452585,0.002841963],"category_scores_gemma":[0.0004593558,0.0002768496,0.0002289791,0.002086556,0.0001944042,0.0009615523,0.000255403,0.0005071049,0.00130035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780532,"about_ca_system_score_gemma":0.0003703243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005766958,"about_ca_topic_score_gemma":0.0004780402,"domain_scores_codex":[0.9997708,0.00002853479,0.0000320283,0.00004586363,0.0001105048,0.00001230085],"domain_scores_gemma":[0.9997957,0.0001003638,0.00001809052,0.0000147154,0.00006378871,0.00000728125],"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":[0.00007394554,0.00008302369,0.0007577723,0.004541561,0.00004495232,0.0001719097,0.000117794,0.009415473,0.005209474,0.01016525,0.01063977,0.9587792],"study_design_scores_gemma":[0.00002791174,0.0005608154,0.00528778,0.002179456,0.0001196052,0.002298135,0.0002865056,0.02467513,0.007532759,0.01795458,0.9390017,0.0000755873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01442258,0.8241104,0.1037746,0.0009881268,0.001107709,0.000132005,0.0003086042,0.0005043903,0.05465154],"genre_scores_gemma":[0.136268,0.8155906,0.02862862,0.0006287287,0.001749973,0.0001173705,0.0006663988,0.00008068221,0.01626971],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002841963,"threshold_uncertainty_score":0.009507239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136506826","doi":"10.1109/tpwrd.2009.2013667","title":"Modeling and Stability Analysis of a DFIG-Based Wind-Power Generator Interfaced With a Series-Compensated Line","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":205,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Control theory (sociology); Phase-locked loop; Wind power; Induction generator; MATLAB; Electric power system; AC power; Transmission line; Power system simulation; Control engineering; Engineering; Controller (irrigation); Turbine; Modeling and simulation; Power electronics; Electric power transmission; Computer science; Power (physics); Electronic engineering; Voltage; Simulation; Electrical engineering","authors":[{"name":"Amir Ostadi","is_ca":true},{"name":"Amirnaser Yazdani","is_ca":true},{"name":"Rajiv K. Varma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01030438106540678,"gpt":0.1963362734553306,"spread":0.1860318923899238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001874702,0.0006424093,0.0005574743,0.0003239009,0.0003907178,0.0007162396,0.0008144955,0.0007662077,0.001513118],"category_scores_gemma":[0.0003178698,0.0002701194,0.000500525,0.0002086472,0.0003968232,0.0008126113,0.0003184094,0.0005396864,0.0005449691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017243,"about_ca_system_score_gemma":0.0004248566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010968,"about_ca_topic_score_gemma":0.002225973,"domain_scores_codex":[0.9998581,0.00004471914,0.000008397438,0.00002945403,0.00004915579,0.00001017341],"domain_scores_gemma":[0.9998915,0.00003390299,0.00002775819,0.00001202242,0.00002932314,0.000005502487],"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":[0.00005991097,0.00003097836,0.0006320173,0.00006244805,0.00002557579,0.0002423501,0.00007619591,0.9756784,0.01144934,0.004979356,0.0002765272,0.006486824],"study_design_scores_gemma":[0.000006324361,0.00003345163,0.0001819484,0.000003668699,0.000006320533,0.00002333221,0.000006914717,0.9977655,0.001010345,0.000502852,0.0004560259,0.000003247198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1679657,0.0003614591,0.8108128,0.000251275,0.00006436477,0.0001769976,0.0003878591,0.0009821464,0.01899741],"genre_scores_gemma":[0.9752041,0.0002998642,0.01792848,0.00002222038,0.00001660488,0.0001462,0.0002053009,0.00004623001,0.006130963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003010968,"threshold_uncertainty_score":0.005986869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032381751","doi":"10.1109/tpel.2010.2054113","title":"Application of Adaptive Network-Based Fuzzy Inference System for Sensorless Control of PMSG-Based Wind Turbine With Nonlinear-Load-Compensation Capabilities","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Control theory (sociology); Adaptive neuro fuzzy inference system; Permanent magnet synchronous generator; Rotor (electric); Inductance; Engineering; Computer science; Fuzzy control system; Control engineering; Fuzzy logic; Voltage","authors":[{"name":"Mukhtiar Singh","is_ca":true},{"name":"Ambrish Chandra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004827211912006957,"gpt":0.198769326003928,"spread":0.193942114091921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742907,0.0003172123,0.0002626582,0.0001486494,0.0002507927,0.0003139835,0.0004512573,0.0004311691,0.0007320333],"category_scores_gemma":[0.00059209,0.0001329448,0.0002224284,0.0001512652,0.0001984767,0.0002802658,0.0001942157,0.0004064919,0.0001351039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301839,"about_ca_system_score_gemma":0.0002631635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734005,"about_ca_topic_score_gemma":0.003974074,"domain_scores_codex":[0.9998575,0.00003243326,0.00001422037,0.0000321612,0.00005376016,0.000009868463],"domain_scores_gemma":[0.999854,0.00005533736,0.00002457068,0.00001297343,0.00004820584,0.000004953873],"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":[0.000344829,0.0001382037,0.001458483,0.0003755713,0.0001073884,0.000407449,0.0002733898,0.5575469,0.05908263,0.007744637,0.002805977,0.3697145],"study_design_scores_gemma":[0.00001833256,0.00008918994,0.0004113707,0.00001095389,0.00001759944,0.00004365053,0.000007012977,0.9924186,0.004836943,0.0007015393,0.001437445,0.000007252851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03722104,0.0004979942,0.9568706,0.0001576573,0.0001341333,0.00007573453,0.00003617976,0.0006355505,0.004371097],"genre_scores_gemma":[0.9223069,0.0002379083,0.07532597,0.000052768,0.00003265238,0.0001024465,0.00004971004,0.00001191433,0.001879722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002734005,"threshold_uncertainty_score":0.005436182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087404469","doi":"10.1109/tcst.2012.2237518","title":"Adaptive Control of a Variable-Speed Variable-Pitch Wind Turbine Using Radial-Basis Function Neural Network","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Control theory (sociology); Turbine; Wind speed; Wind power; Variable speed wind turbine; Pitch control; Engineering; Torque; Artificial neural network; Adaptive control; Nonlinear system; Computer science; Control (management); Permanent magnet synchronous generator; Meteorology; Physics; Aerospace engineering","authors":[{"name":"Hamidreza Jafarnejadsani","is_ca":true},{"name":"J.K. Pieper","is_ca":true},{"name":"Julian Ehlers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0089444216519995,"gpt":0.1840332900231489,"spread":0.1750888683711494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003904255,0.000454396,0.0003761361,0.0001434473,0.0002440689,0.0003946973,0.0005324746,0.000502817,0.0005259041],"category_scores_gemma":[0.0006234379,0.0001802628,0.000263161,0.0001690248,0.0003227013,0.0002737567,0.0002228485,0.0003514406,0.000122072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568129,"about_ca_system_score_gemma":0.0002873073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902367,"about_ca_topic_score_gemma":0.00429056,"domain_scores_codex":[0.999859,0.00003815252,0.00000892693,0.00004110893,0.00003831127,0.00001451588],"domain_scores_gemma":[0.9998135,0.00007230149,0.00003895121,0.00001173835,0.00005662608,0.000006943595],"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":[0.00008902011,0.00004297721,0.0003968294,0.00007328638,0.00002727479,0.0001038836,0.00004035741,0.9410967,0.0136791,0.001815082,0.0004034597,0.04223201],"study_design_scores_gemma":[0.000005833284,0.00003062129,0.0001059582,0.000001719586,0.000003856592,0.000007141148,0.000001609767,0.9991498,0.0004695018,0.0001145456,0.0001068954,0.00000243154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.126592,0.0005283902,0.866194,0.0001884555,0.0001382109,0.0000644948,0.00002926474,0.0005781351,0.005687126],"genre_scores_gemma":[0.9767586,0.0001368324,0.02174732,0.00002621326,0.0000170219,0.00004140718,0.00001847435,0.000008979063,0.001245147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004902367,"threshold_uncertainty_score":0.009747684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2342715674","doi":"10.1109/tpwrs.2015.2514240","title":"Frequency Control Support of a Doubly-Fed Induction Generator Based on the Torque Limit","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Induction generator; Torque; Automatic frequency control; Decoupling (probability); Wind power; Frequency deviation; Maximum power point tracking; Maximum power principle; Limit (mathematics); Rotor (electric); Power (physics); Engineering; Computer science; Mathematics; Physics; Control engineering; Inverter; Electrical engineering; Control (management)","authors":[{"name":"Moses Kang","is_ca":false},{"name":"Keonhui Kim","is_ca":false},{"name":"Eduard Muljadi","is_ca":false},{"name":"Jung-Wook Park","is_ca":false},{"name":"Yong Cheol Kang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01131405642120944,"gpt":0.1897808415028867,"spread":0.1784667850816772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581758,0.0002652821,0.0002679997,0.000280903,0.0003459011,0.0003186915,0.0006561339,0.0001977495,0.001421918],"category_scores_gemma":[0.0003214424,0.00009363859,0.0001570891,0.0001020405,0.0002160623,0.0002968951,0.000204875,0.0002300018,0.0004620534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894654,"about_ca_system_score_gemma":0.0001763079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072428,"about_ca_topic_score_gemma":0.001237241,"domain_scores_codex":[0.9998682,0.0000171849,0.00001380987,0.00002451712,0.00006446239,0.00001183173],"domain_scores_gemma":[0.9998156,0.00003066921,0.00005207732,0.0000264428,0.00005952842,0.00001573995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001053605,0.0002995628,0.004424484,0.0006207062,0.0000611018,0.000959407,0.0004817096,0.06927348,0.4425104,0.01491694,0.004020529,0.4613782],"study_design_scores_gemma":[0.0002386145,0.001316163,0.005387971,0.00007234484,0.00007802717,0.0009767066,0.00004965956,0.8446251,0.1188195,0.002723703,0.02564397,0.00006846363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2270811,0.0009148789,0.7457585,0.0002650886,0.0002559176,0.0001405435,0.0001287481,0.003332974,0.02212225],"genre_scores_gemma":[0.9841015,0.0000789557,0.01407585,0.00002921737,0.00003008139,0.00002756528,0.00003644784,0.00001886646,0.001601586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001421918,"threshold_uncertainty_score":0.004756808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157991536","doi":"10.1109/tpel.2008.921187","title":"Modeling and Control of Brushless Doubly-Fed Induction Generators in Wind Energy Applications","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":174,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Induction generator; Wind power; Stator; Control theory (sociology); AC power; Controller (irrigation); Vector control; Engineering; Control engineering; Power control; Rotor (electric); Power (physics); Computer science; Electrical engineering; Induction motor; Control (management); Voltage; Physics","authors":[{"name":"Kostyantyn Protsenko","is_ca":true},{"name":"Dewei Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007113963492100282,"gpt":0.1883560992597111,"spread":0.1812421357676108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179131,0.0006010059,0.0004503973,0.0002293977,0.0002782582,0.0009012844,0.0007241823,0.0006959763,0.002066993],"category_scores_gemma":[0.000274389,0.0002569288,0.0004003106,0.0003121316,0.0002968583,0.0006393328,0.0002602323,0.0004727945,0.0007476453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251046,"about_ca_system_score_gemma":0.0002926677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094722,"about_ca_topic_score_gemma":0.003340987,"domain_scores_codex":[0.9998975,0.00002839712,0.000007533587,0.00001365056,0.00004413805,0.000008856111],"domain_scores_gemma":[0.9999377,0.00001725915,0.00001435108,0.000008292228,0.00001812794,0.000004331658],"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":[0.00007060257,0.00005103707,0.0004518157,0.0001240357,0.00002927711,0.0001907384,0.00009365326,0.9309894,0.01397906,0.01492339,0.001618584,0.03747842],"study_design_scores_gemma":[0.00000733868,0.00003492198,0.0001831635,0.000007192002,0.000005860354,0.00002058574,0.000007258952,0.9953036,0.0008131844,0.00173516,0.001877726,0.000003995165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0275241,0.001646091,0.9531455,0.0002543554,0.000175057,0.00008034451,0.0001302117,0.0007869151,0.01625744],"genre_scores_gemma":[0.9336594,0.001915206,0.05034819,0.00005442233,0.00008077374,0.0002193013,0.0002135472,0.00007178617,0.01343719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003094722,"threshold_uncertainty_score":0.006914794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"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","authors":[{"name":"Jamal A. Baroudi","is_ca":true},{"name":"Venkata Dinavahi","is_ca":true},{"name":"Andrew M. Knight","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03363485524844988,"gpt":0.3000740000333366,"spread":0.2664391447848867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002998581,0.001013164,0.001128157,0.001736985,0.0003246549,0.001066958,0.001116637,0.0009299461,0.008548581],"category_scores_gemma":[0.0005505948,0.0004398949,0.0004410218,0.003285051,0.0002198967,0.001885069,0.000377865,0.000992432,0.007289461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934156,"about_ca_system_score_gemma":0.000550328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004670749,"about_ca_topic_score_gemma":0.0008039047,"domain_scores_codex":[0.9997491,0.00002673889,0.0000352174,0.0000518649,0.0001253044,0.00001179641],"domain_scores_gemma":[0.9997849,0.00007372864,0.00002347993,0.00001451789,0.00009220414,0.00001117026],"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":[0.00004949623,0.00008941752,0.00009816662,0.006890109,0.00004002933,0.0002961397,0.00004625261,0.001874447,0.004687597,0.007492952,0.02141133,0.957024],"study_design_scores_gemma":[0.00001850887,0.0001119971,0.0003548951,0.001631403,0.00004836242,0.001654177,0.00003305014,0.00094514,0.001678803,0.004330232,0.9891712,0.00002221888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001175517,0.9556007,0.01582877,0.0002899045,0.0008835657,0.00005221499,0.0001045881,0.0001516467,0.0259131],"genre_scores_gemma":[0.007338796,0.955873,0.01585012,0.0003682729,0.0006786539,0.0000775165,0.0003223341,0.0000414586,0.01944994],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008548581,"threshold_uncertainty_score":0.02859789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160546189","doi":"10.1109/tpel.2008.921195","title":"A Secondary Voltage Control Strategy for Transmission Level Interconnection of Wind Generation","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"AC power; Wind power; Controller (irrigation); Engineering; Voltage; Interconnection; Compensation (psychology); Transmission (telecommunications); Control theory (sociology); Electric power system; Voltage regulation; Power (physics); Computer science; Electrical engineering; Control (management); Telecommunications","authors":[{"name":"Mohamed Shawky El Moursi","is_ca":true},{"name":"G. Joós","is_ca":true},{"name":"Chad Abbey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0242403037139952,"gpt":0.2244741624077335,"spread":0.2002338586937382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792924,0.0003831997,0.0002528249,0.0001970431,0.0002468376,0.0005731212,0.0003768979,0.0002352453,0.001942328],"category_scores_gemma":[0.0002643195,0.00007847949,0.0001390981,0.0001742846,0.0002451796,0.0003276293,0.0002274975,0.0002935082,0.0002881819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099836,"about_ca_system_score_gemma":0.0002837962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009405844,"about_ca_topic_score_gemma":0.00179998,"domain_scores_codex":[0.9998789,0.0000288533,0.000007899284,0.00002602575,0.00004379968,0.00001464444],"domain_scores_gemma":[0.9998907,0.00001730291,0.00002520745,0.00001141231,0.00004445111,0.00001093286],"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":[0.0004129192,0.0003069885,0.001275505,0.0002739362,0.00005661745,0.0003331155,0.0002715969,0.4406232,0.1227124,0.02852092,0.004693311,0.4005194],"study_design_scores_gemma":[0.00006531362,0.0005582344,0.0006619652,0.0000163527,0.00002427513,0.0001177386,0.00003075904,0.9700291,0.01989071,0.00411842,0.00447649,0.00001062691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05661878,0.0001811725,0.9343873,0.000106176,0.00007359521,0.00007083579,0.00002824845,0.000799744,0.007734162],"genre_scores_gemma":[0.9571177,0.00008523299,0.04041124,0.00003717688,0.00002852822,0.00003602991,0.00003921759,0.00002722563,0.002217666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001942328,"threshold_uncertainty_score":0.006497741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341274835","doi":"10.1080/09398368.2005.11463604","title":"Basic Operation Principles and Electrical Conversion Systems of Wind Turbines","year":2005,"lang":"en","type":"article","venue":"EPE Journal","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":123,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Induction generator; Wind power; Permanent magnet synchronous generator; Converters; Generator (circuit theory); Electric generator; Automotive engineering; Voltage; Electrical engineering; Engineering; Control theory (sociology); Computer science; Power (physics); Physics","authors":[{"name":"Henk Polinder","is_ca":false},{"name":"S.W.H. de Haan","is_ca":false},{"name":"Maxime R. Dubois","is_ca":true},{"name":"Johannes G. Slootweg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00893508932096691,"gpt":0.1922652600042751,"spread":0.1833301706833082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002132864,0.0008530245,0.0005841812,0.001056361,0.0006253547,0.001534826,0.0008063486,0.001028712,0.005535469],"category_scores_gemma":[0.0003993954,0.0004240121,0.0003126796,0.001331837,0.0009675067,0.001562926,0.0004911529,0.001166502,0.0040382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897246,"about_ca_system_score_gemma":0.0003423956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000591542,"about_ca_topic_score_gemma":0.0004128845,"domain_scores_codex":[0.9997395,0.00003633996,0.00002588924,0.00005159997,0.000127237,0.00001940017],"domain_scores_gemma":[0.9998955,0.00003047211,0.00001467422,0.00001434384,0.00003931721,0.000005741759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001006532,0.0001134239,0.0006611891,0.001738805,0.00003174237,0.0009662887,0.0007600257,0.0297449,0.02877115,0.54497,0.0216457,0.3704961],"study_design_scores_gemma":[0.00003607951,0.0002825545,0.001568259,0.0004726549,0.00002325555,0.001928734,0.000174206,0.037563,0.005042203,0.2881499,0.6646648,0.00009429921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01917455,0.1158336,0.6143083,0.001861214,0.002292983,0.0004217102,0.001079264,0.001654531,0.2433739],"genre_scores_gemma":[0.3997548,0.1315584,0.316508,0.001519823,0.003219978,0.001402125,0.001822431,0.0005453268,0.1436692],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005535469,"threshold_uncertainty_score":0.01851803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335709956","doi":"10.1109/tec.2016.2526618","title":"Assessment and Enhancement of a Full-Scale PMSG-Based Wind Power Generator Performance Under Faults","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Low voltage ride through; Permanent magnet synchronous generator; Wind power; Control theory (sociology); Turbine; Induction generator; Generator (circuit theory); Engineering; Computer science; Voltage; AC power; Control engineering; Power (physics); Electrical engineering; Control (management); Mechanical engineering","authors":[{"name":"Mohammadreza F. M. Arani","is_ca":true},{"name":"Yasser Abdel‐Rady I. Mohamed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005939061484017212,"gpt":0.1952439274738894,"spread":0.1893048659898721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003196988,0.0004060327,0.0002913954,0.0002597297,0.0001405601,0.0002474026,0.0003182446,0.0004453466,0.0005751012],"category_scores_gemma":[0.00121893,0.0001066726,0.0001726975,0.0001316984,0.0002322681,0.000454007,0.0001975855,0.0002034184,0.0001802561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331689,"about_ca_system_score_gemma":0.000092312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005217216,"about_ca_topic_score_gemma":0.0005809934,"domain_scores_codex":[0.9998468,0.00004264194,0.00001137817,0.000027093,0.00005327716,0.00001880813],"domain_scores_gemma":[0.9995071,0.0002044321,0.00007625473,0.0000779586,0.0001090616,0.00002522536],"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":[0.002148726,0.0003481625,0.02518165,0.0004816641,0.00009373224,0.0008919696,0.0002875776,0.6323158,0.2281038,0.0007871386,0.0008267477,0.108533],"study_design_scores_gemma":[0.00005175497,0.002717985,0.04922044,0.00001904152,0.00004772141,0.0003794679,0.0001037949,0.8843369,0.06207582,0.0003697501,0.0006514819,0.00002578335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766693,0.00008457027,0.02130286,0.00004163435,0.00001012173,0.00003733325,0.00008693636,0.0002645248,0.001502588],"genre_scores_gemma":[0.999196,0.00001290534,0.0006627939,0.000002339149,8.074174e-7,0.000004766319,0.0000230261,0.000003642168,0.00009361214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005751012,"threshold_uncertainty_score":0.001923859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965245585","doi":"10.1109/tpwrs.2013.2246841","title":"SSR in Double-Cage Induction Generator-Based Wind Farm Connected to Series-Compensated Transmission Line","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Induction generator; Wind power; Turbine; Control theory (sociology); Engineering; Wind speed; Transmission line; Generator (circuit theory); MATLAB; Electric power transmission; Marine engineering; Electrical engineering; Power (physics); Computer science; Physics; Mechanical engineering; Meteorology","authors":[{"name":"Rajiv K. Varma","is_ca":true},{"name":"Akshaya Moharana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01355049961010843,"gpt":0.2075299606531407,"spread":0.1939794610430323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230688,0.0003054433,0.0003624413,0.0002641912,0.0002056441,0.0002331112,0.0002978619,0.0004432909,0.001212569],"category_scores_gemma":[0.0004081933,0.000125744,0.0002584121,0.0002170213,0.0002760415,0.0002960158,0.0001650683,0.0001904231,0.0001851738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920399,"about_ca_system_score_gemma":0.00009222903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006461189,"about_ca_topic_score_gemma":0.0008649713,"domain_scores_codex":[0.9998593,0.00005880447,0.00000853668,0.00002676097,0.00003225392,0.000014178],"domain_scores_gemma":[0.9996865,0.0001467535,0.0000727274,0.00002808221,0.0000493431,0.00001663606],"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":[0.001784048,0.0003478359,0.01570229,0.0003669093,0.000165132,0.006886038,0.0003446419,0.7963226,0.146305,0.003611334,0.001629723,0.02653451],"study_design_scores_gemma":[0.00004025844,0.0006275107,0.007667316,0.00001166929,0.00003504215,0.0003175523,0.00009388584,0.9799542,0.01012211,0.0008873692,0.0002276181,0.00001546805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755595,0.00006814225,0.02069904,0.00004628741,0.00001401561,0.00001995054,0.00006488204,0.0002225481,0.003305603],"genre_scores_gemma":[0.9989164,0.00001425259,0.0007496296,0.000002932868,0.000001238226,0.000003613902,0.00001970971,0.000005198428,0.0002870574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001212569,"threshold_uncertainty_score":0.004056454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080837654","doi":"10.1049/iet-rpg:20070116","title":"Low voltage ride through capability enhancement of wind turbine generator system during network disturbance","year":2008,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Low voltage ride through; Fault (geology); Control theory (sociology); Turbine; Wind power; Voltage; Grid code; Engineering; Capacitor; AC power; Computer science; Electrical engineering; Control (management)","authors":[{"name":"S. M. Muyeen","is_ca":false},{"name":"Ryo Takahashi","is_ca":false},{"name":"T. Murata","is_ca":false},{"name":"Junji Tamura","is_ca":false},{"name":"Mohd. Hasan Ali","is_ca":true},{"name":"Yoko Matsumura","is_ca":false},{"name":"Akira Kuwayama","is_ca":false},{"name":"Toshiaki Matsumoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009450070967497606,"gpt":0.189016543461326,"spread":0.1795664724938284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185476,0.0001898468,0.0002563208,0.0002395233,0.0001212539,0.0002464358,0.0002018417,0.0002053287,0.0007845508],"category_scores_gemma":[0.0003502385,0.00005632955,0.0000975935,0.0001543635,0.0001391156,0.0002006287,0.0001140875,0.0001446568,0.0001049483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315921,"about_ca_system_score_gemma":0.00008856155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392963,"about_ca_topic_score_gemma":0.001783105,"domain_scores_codex":[0.9999441,0.00001390231,0.000003809209,0.000007813784,0.00001781531,0.00001267245],"domain_scores_gemma":[0.9998394,0.00006198595,0.00003833154,0.00001509195,0.00002944092,0.00001561831],"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":[0.002027526,0.0001848161,0.01416783,0.0005232994,0.0001040579,0.003233744,0.0004468736,0.2840976,0.5886569,0.002073085,0.001292153,0.1031921],"study_design_scores_gemma":[0.0001759427,0.00165017,0.03600351,0.00002754047,0.0001138454,0.001125407,0.0001983668,0.8488615,0.1092329,0.0007391582,0.001840927,0.00003071052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774647,0.0001418713,0.0191712,0.00004210258,0.00001212689,0.00001967518,0.00005670937,0.0003618967,0.002729634],"genre_scores_gemma":[0.9994031,0.00001939326,0.0003933304,0.0000028196,0.000001268181,0.000001703146,0.00001497463,0.000003464131,0.0001598266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392963,"threshold_uncertainty_score":0.002769709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163482259","doi":"10.1109/pesc.2008.4592580","title":"A new adaptive control algorithm for maximum power point tracking for wind energy conversion systems","year":2008,"lang":"en","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Maximum power point tracking; Maximum power principle; Turbine; Power optimizer; Wind power; Control theory (sociology); Computer science; Power (physics); Algorithm; Energy (signal processing); Process (computing); Torque; Control engineering; Engineering; Control (management); Mathematics; Artificial intelligence","authors":[{"name":"Joanne Hui","is_ca":true},{"name":"Alireza Bakhshai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01167709507820851,"gpt":0.1881469601166059,"spread":0.1764698650383974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004344308,0.0006047241,0.000485562,0.0004745174,0.0003813646,0.0006449054,0.0008583414,0.0006375949,0.002482118],"category_scores_gemma":[0.001155961,0.0002127502,0.0003225044,0.0004575828,0.0003670107,0.0006395208,0.0004132521,0.0009357447,0.0005555048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003836016,"about_ca_system_score_gemma":0.0003808861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230521,"about_ca_topic_score_gemma":0.002053026,"domain_scores_codex":[0.9996494,0.00004439022,0.00002506333,0.00007949676,0.0001803363,0.00002139728],"domain_scores_gemma":[0.999765,0.00008819091,0.00002530189,0.00001879547,0.00009295125,0.000009793243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00012922,0.00006595048,0.0004381097,0.000176087,0.00005202937,0.0001256324,0.0001434926,0.2781493,0.02075865,0.02119007,0.003675058,0.6750964],"study_design_scores_gemma":[0.00002213848,0.00004320134,0.0001221455,0.000009565263,0.000007557262,0.0000429123,0.000004258231,0.9900323,0.002263728,0.001736105,0.005706644,0.000009441364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00171759,0.0001134718,0.9965426,0.00003380717,0.0000651493,0.00002533612,0.000007448707,0.0003146909,0.001179795],"genre_scores_gemma":[0.3004133,0.0004145612,0.6900932,0.0001608943,0.0001824698,0.0003751357,0.0001326703,0.0001456756,0.00808207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002482118,"threshold_uncertainty_score":0.008303523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145369450","doi":"10.1109/tec.2006.878242","title":"Control Methodology to Mitigate the Grid Impact of Wind Turbines","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Control theory (sociology); Wind power; Turbine; Controller (irrigation); Power optimizer; Grid; Computer science; Capacitor; Power control; Engineering; Maximum power point tracking; Power (physics); Voltage; Electrical engineering; Physics; Mathematics; Control (management)","authors":[{"name":"Barry Rawn","is_ca":true},{"name":"Peter W. Lehn","is_ca":true},{"name":"Manfredi Maggiore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01528240997279526,"gpt":0.2442840992799835,"spread":0.2290016893071882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003154492,0.0005715878,0.0003523136,0.0003078681,0.0002329905,0.0006731122,0.0006818511,0.0004509879,0.002466618],"category_scores_gemma":[0.0004172404,0.0001531194,0.0002508512,0.0002143722,0.0003940277,0.0005515416,0.0003816807,0.0006423659,0.0004691757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001917051,"about_ca_system_score_gemma":0.0003327774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000414421,"about_ca_topic_score_gemma":0.000577791,"domain_scores_codex":[0.9998145,0.00002804464,0.00001147857,0.00004362985,0.00008940014,0.00001305013],"domain_scores_gemma":[0.9998772,0.00003313365,0.00002301988,0.00001615862,0.00004470592,0.000005724006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001171572,0.0002055691,0.000429511,0.0006623492,0.00009358788,0.00036407,0.0002288334,0.3372847,0.1221446,0.157887,0.004185613,0.3763969],"study_design_scores_gemma":[0.00006996439,0.0004025136,0.0002562056,0.00004522568,0.00004140354,0.0001531412,0.00003052393,0.9403667,0.01924068,0.02005589,0.01932027,0.00001744999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0032875,0.0001902807,0.9924401,0.00005884393,0.00008814788,0.00004409498,0.0000110871,0.0002729234,0.003606982],"genre_scores_gemma":[0.696923,0.0008435972,0.2908376,0.0002737399,0.0002467613,0.0002864102,0.00008110254,0.0000918392,0.01041604],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002466618,"threshold_uncertainty_score":0.008251667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056099170","doi":"10.1109/psce.2006.296265","title":"Wind Power Impact on System Frequency Deviation and an ESS based Power Filtering Algorithm Solution","year":2006,"lang":"en","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Wind power; Frequency deviation; Electric power system; Renewable energy; Power (physics); Computer science; Control theory (sociology); Environmental science; Engineering; Electrical engineering; Automatic frequency control; Physics; Telecommunications","authors":[{"name":"Wei Li","is_ca":true},{"name":"G�za Jo�s","is_ca":true},{"name":"Chad Abbey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004709774654606845,"gpt":0.205395919113511,"spread":0.2006861444589042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000309187,0.000303611,0.0002524771,0.0001584114,0.0001549915,0.0003649199,0.0002167384,0.0006419634,0.0007405992],"category_scores_gemma":[0.001284928,0.0001123526,0.0001756236,0.0001608236,0.0001652218,0.0003413147,0.0001503677,0.0002845627,0.0001105593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156762,"about_ca_system_score_gemma":0.0002630496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172262,"about_ca_topic_score_gemma":0.001432861,"domain_scores_codex":[0.9998852,0.00002676021,0.00001238121,0.00002208403,0.0000409515,0.00001256605],"domain_scores_gemma":[0.9997168,0.0001640931,0.00003508817,0.00002056848,0.00005597728,0.000007411766],"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":[0.0003601845,0.0001157929,0.001758339,0.00006838259,0.00004974598,0.0001122069,0.00007923001,0.7783285,0.02859561,0.005268209,0.000502184,0.1847616],"study_design_scores_gemma":[0.00001419948,0.00006944382,0.000507703,0.000002783452,0.000009508203,0.00002409271,0.000004504646,0.9956957,0.003150927,0.000335448,0.000182965,0.000002655836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.212757,0.0001730585,0.7825738,0.0001732565,0.00004552916,0.00002986414,0.00001746291,0.0003004746,0.003929638],"genre_scores_gemma":[0.9435163,0.00007612663,0.05465193,0.00003170199,0.00001779473,0.0000300908,0.00002906889,0.00001171727,0.001635406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001172262,"threshold_uncertainty_score":0.002477527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119550060","doi":"10.1109/tec.2009.2034366","title":"Output Power Control for Variable-Speed Variable-Pitch Wind Generation Systems","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Aalborg Universitet; National Natural Science Foundation of China","keywords":"Control theory (sociology); Wind power; Controller (irrigation); Wind speed; Variable speed wind turbine; Pitch control; Turbine; Computer science; Robust control; Electronic speed control; Range (aeronautics); Electric power system; Induction generator; Blade pitch; Generator (circuit theory); Power (physics); Control engineering; Control system; Engineering; Control (management)","authors":[{"name":"Hua Geng","is_ca":true},{"name":"Geng Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00852259172089749,"gpt":0.1841689742117026,"spread":0.1756463824908051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003223412,0.0005762692,0.000357773,0.0001641793,0.0001803589,0.0005665743,0.0005030046,0.0002872903,0.0009703494],"category_scores_gemma":[0.0005452839,0.0001477819,0.0001749971,0.0001895359,0.0002691574,0.0003396251,0.0002886923,0.0004965568,0.0001984022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756938,"about_ca_system_score_gemma":0.0001474378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007718642,"about_ca_topic_score_gemma":0.0007605003,"domain_scores_codex":[0.9998137,0.00003661883,0.00001425102,0.00004462999,0.00007060915,0.00002012491],"domain_scores_gemma":[0.9998732,0.00004980138,0.0000301741,0.000007992772,0.0000342009,0.000004721559],"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":[0.0002678455,0.00009531205,0.0005151312,0.0005882485,0.0000836381,0.0003493572,0.000206785,0.5892679,0.08015776,0.01857638,0.002634826,0.3072567],"study_design_scores_gemma":[0.00003986359,0.0001842144,0.0003310232,0.000009533625,0.00001543908,0.00004519718,0.000008991958,0.9888123,0.006825095,0.002069664,0.001649579,0.000009083647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01850301,0.0004645912,0.9782764,0.00007458918,0.00006091542,0.00002254062,0.00002256407,0.0003429692,0.002232387],"genre_scores_gemma":[0.9643168,0.0002852237,0.03365372,0.00003914015,0.00005660362,0.00004781021,0.00005128856,0.00003262821,0.001517006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009703494,"threshold_uncertainty_score":0.003246188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2284606919","doi":"10.1109/tpel.2015.2478402","title":"An Energy Management Scheme with Power Limit Capability and an Adaptive Maximum Power Point Tracking for Small Standalone PMSG Wind Energy Systems","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Wind power; Maximum power point tracking; Control theory (sociology); Maximum power principle; Power optimizer; Controller (irrigation); Computer science; Power (physics); Energy (signal processing); Energy management; Engineering; Photovoltaic system; Electrical engineering; Mathematics; Control (management); Voltage; Physics","authors":[{"name":"Joanne Hui","is_ca":true},{"name":"Alireza Bakhshai","is_ca":true},{"name":"Praveen Jain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01336273917292652,"gpt":0.2095467584871026,"spread":0.1961840193141761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019733,0.0003632157,0.000257441,0.0002259041,0.0002766101,0.0003255081,0.000526066,0.0003086737,0.0008060997],"category_scores_gemma":[0.0003608284,0.00013753,0.0001760666,0.0001856179,0.0002051015,0.0004134662,0.0002350506,0.000305572,0.0001805229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534321,"about_ca_system_score_gemma":0.0002192994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005658635,"about_ca_topic_score_gemma":0.0007543456,"domain_scores_codex":[0.9998831,0.0000205381,0.00001254856,0.0000326008,0.00004269361,0.000008636549],"domain_scores_gemma":[0.9998895,0.00002143065,0.0000287659,0.00001888685,0.0000326508,0.000008809878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004930733,0.0002802167,0.001491604,0.0002999968,0.00007277657,0.0005227614,0.0003790151,0.2490473,0.2443551,0.01228221,0.002633514,0.4881424],"study_design_scores_gemma":[0.00008534465,0.0004547423,0.001084414,0.00001589047,0.00002224264,0.0001860568,0.00001995259,0.9721305,0.02108019,0.001631458,0.00327306,0.00001609201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07727622,0.0002888238,0.9160059,0.0001682281,0.000095014,0.000144103,0.00002438389,0.001162686,0.004834675],"genre_scores_gemma":[0.9654294,0.00006248873,0.03296881,0.00003713265,0.00002151105,0.00008431728,0.0000172475,0.000009758498,0.001369357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008060997,"threshold_uncertainty_score":0.002696633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113238929","doi":"10.1109/tpel.2011.2106143","title":"A Low-Cost Rectifier Topology for Variable-Speed High-Power PMSG Wind Turbines","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rectifier (neural networks); Permanent magnet synchronous generator; Maximum power point tracking; Wind power; Control theory (sociology); Precision rectifier; Thyristor; Maximum power principle; Topology (electrical circuits); Wind speed; Power (physics); Voltage; Generator (circuit theory); Engineering; Computer science; Electrical engineering; Power factor; Physics; Control (management)","authors":[{"name":"Jiacheng Wang","is_ca":true},{"name":"Dewei Xu","is_ca":true},{"name":"Bin Wu","is_ca":true},{"name":"Zhenhan Luo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01145565518959197,"gpt":0.2059958118117812,"spread":0.1945401566221893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002070252,0.0002902079,0.0003375511,0.0002055592,0.0002074671,0.0003824085,0.0007660862,0.0006194421,0.001846149],"category_scores_gemma":[0.0002444702,0.0001617224,0.0002839887,0.000444175,0.0002099964,0.0009071645,0.0001521357,0.0006499456,0.0008794935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480965,"about_ca_system_score_gemma":0.0001954247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007551223,"about_ca_topic_score_gemma":0.0001720627,"domain_scores_codex":[0.999824,0.00003279464,0.00002118957,0.0000379368,0.00007293886,0.00001112657],"domain_scores_gemma":[0.999863,0.00002826786,0.00003346963,0.00002108386,0.0000459284,0.00000822414],"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":[0.0002115075,0.0001141959,0.001125695,0.001771656,0.00008192278,0.0007704646,0.0001828538,0.02648175,0.5699059,0.02779763,0.004272514,0.367284],"study_design_scores_gemma":[0.0005968031,0.004995497,0.007734794,0.0002474556,0.0003514801,0.01263502,0.0002201143,0.3780397,0.3893597,0.02621726,0.1794236,0.0001785488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02890012,0.001237225,0.9620612,0.0002252525,0.0002805481,0.00009292727,0.000074766,0.0007750867,0.006352798],"genre_scores_gemma":[0.8483693,0.001393181,0.1400614,0.0001740156,0.0002119066,0.0001696011,0.0002087017,0.00008937248,0.009322491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001846149,"threshold_uncertainty_score":0.006175935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588193832","doi":"10.1109/tpwrs.2017.2669260","title":"An LQR Controller for Damping of Subsynchronous Interaction in DFIG-Based Wind Farms","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Polytechnique Montréal","funders":"","keywords":"Control theory (sociology); Transient (computer programming); Linear-quadratic regulator; Converters; Engineering; Controller (irrigation); Induction generator; Grid code; Wind power; Control engineering; Electric power system; Transient response; AC power; Power (physics); Computer science; Voltage; Control (management); Physics","authors":[{"name":"Mohsen Ghafouri","is_ca":true},{"name":"Ulas Karaagac","is_ca":false},{"name":"Houshang Karimi","is_ca":true},{"name":"Simon Jensen","is_ca":false},{"name":"Jean Mahseredjian","is_ca":true},{"name":"S.O. Faried","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01607530713207375,"gpt":0.2590375448431847,"spread":0.2429622377111109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000757036,0.000466476,0.0004892358,0.0001813074,0.0002759639,0.0004713592,0.000675983,0.0004164762,0.001178523],"category_scores_gemma":[0.001061134,0.0001771011,0.0003211223,0.0001567039,0.0003073976,0.0003173977,0.0003165274,0.0006419029,0.0003851979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353312,"about_ca_system_score_gemma":0.0002630301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028963,"about_ca_topic_score_gemma":0.0008620002,"domain_scores_codex":[0.9996098,0.00009806363,0.00002944199,0.00007972205,0.0001566096,0.00002642011],"domain_scores_gemma":[0.9996558,0.0001212179,0.00005548502,0.0000241076,0.0001308762,0.00001242891],"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":[0.0003180361,0.0002537411,0.001263833,0.000686963,0.000187101,0.0004143774,0.0004836987,0.4873907,0.1072953,0.01160386,0.005626495,0.384476],"study_design_scores_gemma":[0.00005399866,0.0003217372,0.0003691103,0.00001501372,0.00002534958,0.00005885788,0.00001306536,0.9895647,0.006189481,0.0005887689,0.002786306,0.00001369988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01294831,0.0003117988,0.9832654,0.00007670914,0.00008561433,0.00004553326,0.00001801883,0.001142312,0.002106251],"genre_scores_gemma":[0.9282495,0.0002936433,0.06866983,0.0001342506,0.0001080939,0.0001584904,0.00007534058,0.00007712893,0.002233753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001178523,"threshold_uncertainty_score":0.004003644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148634590","doi":"10.1109/tste.2011.2160374","title":"Design and Implementation of Neuro-Fuzzy Vector Control for Wind-Driven Doubly-Fed Induction Generator","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Induction generator; AC power; Vector control; Engineering; Rotor (electric); Wind power; Fuzzy control system; Slip ring; Wound rotor motor; Computer science; Voltage; Induction motor; Fuzzy logic; Control engineering; Electrical engineering; Control (management)","authors":[{"name":"Hany M. Jabr","is_ca":true},{"name":"Dongyun Lu","is_ca":true},{"name":"Narayan C. Kar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01485355789950381,"gpt":0.2160011171824561,"spread":0.2011475592829523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000406872,0.0004383568,0.0003318068,0.0002040266,0.0003141272,0.0006145554,0.0009123263,0.00056284,0.001401403],"category_scores_gemma":[0.0004121788,0.0002055432,0.0002118651,0.0001243435,0.0002402584,0.000238263,0.0002117775,0.0004802858,0.0003624067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003933411,"about_ca_system_score_gemma":0.0006963866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074067,"about_ca_topic_score_gemma":0.003064215,"domain_scores_codex":[0.9997934,0.00002968609,0.00001573885,0.00003740938,0.0001007338,0.00002306797],"domain_scores_gemma":[0.9998398,0.00002391003,0.00002154495,0.00001098584,0.00009298915,0.00001072545],"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":[0.0003337504,0.0002941278,0.001336888,0.0002988808,0.00008920592,0.0004677146,0.0002226941,0.5227714,0.09191576,0.01855164,0.002782127,0.360936],"study_design_scores_gemma":[0.00005083115,0.0002428648,0.000445712,0.00001611017,0.00001772347,0.00006562344,0.00001444789,0.9793703,0.01500979,0.0008571678,0.003896777,0.00001277232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0260514,0.0002187882,0.9636399,0.0001326709,0.0001434637,0.0002486965,0.00004198972,0.000686887,0.008836112],"genre_scores_gemma":[0.8265124,0.0001530559,0.1678737,0.00007361198,0.00003283671,0.0003747373,0.00006332534,0.00002233409,0.004893991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003074067,"threshold_uncertainty_score":0.006112397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550657052","doi":"10.1049/iet-rpg.2016.0635","title":"Optimal torque control based on effective tracking range for maximum power point tracking of wind turbines under varying wind conditions","year":2016,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Maximum power point tracking; Control theory (sociology); Wind power; Turbine; Torque; Wind speed; Range (aeronautics); Aerodynamics; Tracking (education); Maximum power principle; Power optimizer; Drivetrain; Computer science; Engineering; Control (management); Physics; Photovoltaic system; Voltage; Electrical engineering; Meteorology; Aerospace engineering","authors":[{"name":"Minghui Yin","is_ca":false},{"name":"Weijie Li","is_ca":false},{"name":"C. Y. Chung","is_ca":true},{"name":"Lianjun Zhou","is_ca":false},{"name":"Zaiyu Chen","is_ca":false},{"name":"Yun Zou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01210511805105433,"gpt":0.2276492730307903,"spread":0.2155441549797359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004021859,0.0004827485,0.0004429724,0.0004002572,0.0002108362,0.0005763038,0.0003862092,0.0003033254,0.000563483],"category_scores_gemma":[0.001084406,0.0001792386,0.0002464715,0.0003112924,0.000341941,0.0005176332,0.0002964782,0.0003187614,0.0001558662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328895,"about_ca_system_score_gemma":0.0002551271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008019793,"about_ca_topic_score_gemma":0.0008566721,"domain_scores_codex":[0.9996779,0.00005949014,0.0000235882,0.00006721465,0.0001432637,0.00002860377],"domain_scores_gemma":[0.9996678,0.000125406,0.00008890837,0.00002476017,0.00008069209,0.00001247054],"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":[0.0002679179,0.00009094783,0.0008462225,0.000384664,0.00004028395,0.0001574179,0.0002229488,0.6882895,0.08842487,0.01197622,0.0009626557,0.2083362],"study_design_scores_gemma":[0.00002456408,0.000165017,0.0006899968,0.00001589811,0.00001337688,0.0000559009,0.00001460752,0.9856296,0.01003502,0.001769574,0.001568868,0.00001764575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02471177,0.0003276584,0.970924,0.00003614581,0.00002997404,0.0000455786,0.00001028294,0.000249815,0.003664765],"genre_scores_gemma":[0.9548907,0.0001812451,0.04368678,0.00002538135,0.00002671658,0.00007366897,0.00002029201,0.00003638735,0.00105875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008019793,"threshold_uncertainty_score":0.002126992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887457333","doi":"10.1049/iet-rpg.2018.5392","title":"Load frequency control by de‐loaded wind farm using the optimal fuzzy‐based PID droop controller","year":2018,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Voltage droop; PID controller; Control theory (sociology); Automatic frequency control; Controller (irrigation); Fuzzy logic; Computer science; Fuzzy control system; Control engineering; Engineering; Control (management); Temperature control; Electrical engineering; Voltage regulator; Telecommunications; Voltage","authors":[{"name":"Ahmadreza Abazari","is_ca":false},{"name":"Hassan Monsef","is_ca":false},{"name":"Bin Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01298687864236729,"gpt":0.2214461466476125,"spread":0.2084592680052453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002149285,0.0005032662,0.0003539945,0.0002211963,0.0002481092,0.0007510526,0.0005854138,0.0004157716,0.0008446517],"category_scores_gemma":[0.0004195687,0.0001915217,0.0002288461,0.0001594671,0.0002312724,0.0003715165,0.0002273677,0.0003483969,0.0002270087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508769,"about_ca_system_score_gemma":0.0002752004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002649822,"about_ca_topic_score_gemma":0.002963126,"domain_scores_codex":[0.9998811,0.00001788415,0.000008246265,0.00003327148,0.00004421468,0.0000152293],"domain_scores_gemma":[0.9998959,0.00002423831,0.00002315106,0.00001146486,0.00003835118,0.000006820761],"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":[0.0002812939,0.0001848622,0.0009890986,0.0001914409,0.00006964114,0.0002435046,0.0001297566,0.8516223,0.0343852,0.00434446,0.001159928,0.1063985],"study_design_scores_gemma":[0.00002105377,0.00008219085,0.0002728064,0.000005583394,0.00001108959,0.00001966354,0.000008339735,0.9962705,0.002312493,0.0003757222,0.0006147955,0.000005725233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.121293,0.0004155042,0.8638098,0.0001210163,0.0001460031,0.000118508,0.00004597372,0.0007420427,0.01330826],"genre_scores_gemma":[0.983281,0.00008452153,0.0147679,0.00002362981,0.00001284336,0.00003763961,0.00002248653,0.00001150937,0.001758492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002649822,"threshold_uncertainty_score":0.005268812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012888916","doi":"10.1016/j.apenergy.2009.01.009","title":"Reliability analysis of grid connected small wind turbine power electronics","year":2009,"lang":"en","type":"article","venue":"Applied Energy","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"National Research Council Canada; Memorial University of Newfoundland","keywords":"Power optimizer; Wind power; Power electronics; Turbine; Reliability (semiconductor); Rectifier (neural networks); Engineering; Small wind turbine; Electrical engineering; Maximum power point tracking; Grid connection; Electric power system; Renewable energy; Power (physics); Automotive engineering; Inverter; Computer science; Mechanical engineering; Physics; Voltage","authors":[{"name":"Md Arifujjaman","is_ca":true},{"name":"M. Tariq Iqbal","is_ca":true},{"name":"John E. Quaicoe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003813787422319292,"gpt":0.1724449165910096,"spread":0.1686311291686902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005557057,0.0004473359,0.0004713426,0.0005962447,0.0002377046,0.000409918,0.0004109792,0.0003762629,0.001309446],"category_scores_gemma":[0.002825634,0.000267219,0.0003523554,0.0003211762,0.0004585111,0.0005100885,0.0001709347,0.0003689401,0.0001585279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568793,"about_ca_system_score_gemma":0.000235575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462538,"about_ca_topic_score_gemma":0.00191586,"domain_scores_codex":[0.9997203,0.000131939,0.00001108591,0.00003137717,0.0000795696,0.00002565883],"domain_scores_gemma":[0.9979526,0.001418998,0.0001425267,0.0001149701,0.0003433507,0.00002758052],"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":[0.0004085243,0.00004506435,0.004455272,0.0001627324,0.00009311663,0.0005583615,0.0001345298,0.9614453,0.009622097,0.004712868,0.0006932109,0.01766893],"study_design_scores_gemma":[0.000005781624,0.0000710982,0.001381013,0.000004928467,0.0000169291,0.00005428798,0.00001351778,0.9965283,0.0006710413,0.00117409,0.00007569454,0.000003230547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8255445,0.0007699828,0.1674977,0.0002329891,0.00005215404,0.00004866909,0.0001548271,0.0004635699,0.005235575],"genre_scores_gemma":[0.9986297,0.00005469857,0.0009079043,0.000004696102,0.000007072161,0.000006165014,0.00002719042,0.00001344661,0.0003491928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002462538,"threshold_uncertainty_score":0.004896462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107338936","doi":"10.1109/tpwrd.2005.858801","title":"Small-Signal Dynamic Model and Analysis of a Fixed-Speed Wind Farm—A Frequency Response Approach","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Wind power; Wind speed; Induction generator; Electric power system; Control theory (sociology); SIGNAL (programming language); Engineering; Time domain; Power system simulation; Frequency response; Grid; Sensitivity (control systems); Frequency domain; System dynamics; Electrical network; Power (physics); Electronic engineering; Computer science; Electrical engineering; Physics","authors":[{"name":"Ahmadreza Tabesh","is_ca":true},{"name":"Reza Iravani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00946245062436612,"gpt":0.1882685928061109,"spread":0.1788061421817448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752623,0.0006952255,0.0005290116,0.0003687197,0.0002395395,0.0006440078,0.0008402706,0.0008778417,0.002210765],"category_scores_gemma":[0.0005859287,0.0002705808,0.0004437509,0.0002534587,0.0003854647,0.0007349923,0.0002781259,0.0006366152,0.0006853293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031442,"about_ca_system_score_gemma":0.0003054765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002888698,"about_ca_topic_score_gemma":0.001472578,"domain_scores_codex":[0.9998456,0.00003729336,0.000006027827,0.00003116892,0.00006583231,0.00001399159],"domain_scores_gemma":[0.9998682,0.00005433078,0.00001880955,0.00001559585,0.00003575776,0.00000731774],"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":[0.00004108612,0.00002499101,0.0003081671,0.00005543207,0.00001976823,0.0001425535,0.00003479307,0.9772674,0.008922432,0.004495987,0.0003661016,0.008321278],"study_design_scores_gemma":[0.000003253673,0.00001825295,0.0001097039,0.00000191433,0.000002483549,0.00001576456,0.000004809428,0.9985046,0.0003574728,0.000683321,0.0002958381,0.00000266134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04160191,0.0002396184,0.9463965,0.0002151404,0.0000507179,0.00006447378,0.0001518802,0.0006486817,0.01063104],"genre_scores_gemma":[0.9690924,0.000526984,0.02240973,0.00007288894,0.00004915051,0.0001603206,0.0001912423,0.0001033748,0.007394078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002888698,"threshold_uncertainty_score":0.007395744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1949602074","doi":"10.3390/en80910389","title":"Real-Time Control of Active and Reactive Power for Doubly Fed Induction Generator (DFIG)-Based Wind Energy Conversion System","year":2015,"lang":"en","type":"article","venue":"Energies","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada; Saint Mary's University","funders":"","keywords":"AC power; Wind power; Control theory (sociology); Induction generator; Stator; Turbine; Engineering; Power control; Variable speed wind turbine; Voltage; Computer science; Power (physics); Permanent magnet synchronous generator; Electrical engineering; Physics; Control (management)","authors":[{"name":"Aman A. Tanvir","is_ca":true},{"name":"Adel Merabet","is_ca":true},{"name":"Rachid Beguenane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008286150619551815,"gpt":0.1895322972782064,"spread":0.1812461466586545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002383862,0.0004646022,0.0002415778,0.0001300037,0.0002266058,0.000521689,0.0004166359,0.000210985,0.00136694],"category_scores_gemma":[0.0004025731,0.0001232874,0.0001572339,0.00008286379,0.000193477,0.0002681204,0.0001323714,0.0003437457,0.0002197021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781727,"about_ca_system_score_gemma":0.0001848549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008044546,"about_ca_topic_score_gemma":0.001146042,"domain_scores_codex":[0.9998749,0.0000333272,0.000007081588,0.00002569311,0.00004796326,0.00001109349],"domain_scores_gemma":[0.9998387,0.00005890148,0.00003285375,0.00001908293,0.00004198133,0.00000845203],"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":[0.0006179514,0.0003449364,0.002246629,0.0003972201,0.00007120678,0.0003749757,0.0002941287,0.6756167,0.1802826,0.007911348,0.002286854,0.1295555],"study_design_scores_gemma":[0.00005888696,0.0002638821,0.0005745357,0.000008479071,0.000021963,0.00004668353,0.00001007701,0.978647,0.01810858,0.0005216497,0.001729891,0.000008479386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2818037,0.0003038544,0.701208,0.0001563751,0.0001400015,0.0001458722,0.0001478032,0.002808365,0.013286],"genre_scores_gemma":[0.989749,0.00005037812,0.009425211,0.00001095979,0.000005991356,0.00002817042,0.0000297714,0.00002721467,0.0006732503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00136694,"threshold_uncertainty_score":0.004572868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1539314486","doi":"10.1109/pedes.1996.535860","title":"Induction generators for stand-alone micro-hydro systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Trent University","keywords":"Induction generator; Control engineering; Control system; Computer science; Turbine; Electric power system; Machine control; Control theory (sociology); Engineering; Power (physics); Control (management); Electrical engineering; Mechanical engineering; Physics","authors":[{"name":"Nigel Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01741998829610957,"gpt":0.1863901565193407,"spread":0.1689701682232311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009948999,0.0002881882,0.0002580103,0.0001414953,0.0002530775,0.0004037925,0.0004135252,0.000280231,0.00395873],"category_scores_gemma":[0.0002239049,0.0001062763,0.0001099682,0.0001860875,0.0001973897,0.0004409945,0.0002191909,0.0005195264,0.001678969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704305,"about_ca_system_score_gemma":0.0002634432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002095917,"about_ca_topic_score_gemma":0.0007344129,"domain_scores_codex":[0.9998603,0.00001604517,0.000005605918,0.00001346897,0.00009606852,0.000008561752],"domain_scores_gemma":[0.9998758,0.00003900773,0.00001729789,0.00001882258,0.00003716468,0.0000119244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001827064,0.0001527214,0.0009243033,0.0008501381,0.0000411557,0.0008223703,0.0002658179,0.02865414,0.2698818,0.09758361,0.01614156,0.5844996],"study_design_scores_gemma":[0.0001588425,0.001177285,0.002559927,0.0002023436,0.00008366605,0.002184417,0.00009555645,0.2014891,0.107177,0.04335682,0.6414343,0.00008079509],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03670632,0.007140976,0.8958936,0.0007666919,0.0006563707,0.0002655247,0.0001094136,0.002845006,0.05561614],"genre_scores_gemma":[0.6545373,0.00650165,0.2735887,0.000337354,0.0006776489,0.000354035,0.0002468327,0.0002566231,0.06349977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00395873,"threshold_uncertainty_score":0.01324326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893813000","doi":"10.1016/j.ijepes.2018.09.009","title":"Synthetic inertia control based on fuzzy adaptive differential evolution","year":2018,"lang":"en","type":"article","venue":"International Journal of Electrical Power & Energy Systems","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Inertia; Electric power system; Control engineering; Fuzzy logic; Computer science; Engineering; Frequency deviation; Converters; Automatic frequency control; Power (physics); Control (management); Voltage; Telecommunications; Artificial intelligence","authors":[{"name":"Harold R. Chamorro","is_ca":false},{"name":"Ivan Riaño","is_ca":false},{"name":"Reinhard Gerndt","is_ca":false},{"name":"Ivan Zelinka","is_ca":false},{"name":"Francisco González-Longatt","is_ca":false},{"name":"Vijay K. Sood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004253569370747849,"gpt":0.1936463528753859,"spread":0.189392783504638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003349948,0.0003254488,0.0005553404,0.0003093574,0.0004000424,0.0005394694,0.000548753,0.0004091762,0.001303306],"category_scores_gemma":[0.0006662574,0.0001569644,0.0003467134,0.0002445828,0.0003639521,0.0003253632,0.0004608233,0.0003714463,0.0001185623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842126,"about_ca_system_score_gemma":0.000285204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177003,"about_ca_topic_score_gemma":0.001641651,"domain_scores_codex":[0.9998852,0.00002112593,0.000006946782,0.00002587302,0.00004614644,0.00001471795],"domain_scores_gemma":[0.9997837,0.0000724959,0.00002952334,0.0000175268,0.00008025255,0.00001653471],"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":[0.0002915235,0.0001112816,0.0009142326,0.0001582962,0.00008634332,0.0001556978,0.00015267,0.8025872,0.02217303,0.02081358,0.001324623,0.1512316],"study_design_scores_gemma":[0.00001105745,0.00004382553,0.0001522892,0.000002558849,0.00000506583,0.00001195505,0.00000292194,0.9984074,0.0005159497,0.0004784456,0.0003646454,0.000003852858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06251656,0.000291022,0.926954,0.0001395283,0.0002550734,0.00004702262,0.00002180538,0.0001955637,0.009579504],"genre_scores_gemma":[0.9654258,0.00007513381,0.03206131,0.00003660863,0.00003179703,0.00004940834,0.0000274655,0.00001466937,0.002277853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002177003,"threshold_uncertainty_score":0.00436002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767597012","doi":"10.1109/tpwrs.2017.2771323","title":"An Improved Single-Machine Equivalent Method of Wind Power Plants by Calibrating Power Recovery Behaviors","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Wind power; Control theory (sociology); Power (physics); Electric power system; Turbine; Fault (geology); Process (computing); AC power; Power system simulation; Voltage; Engineering; Computer science; Electrical engineering","authors":[{"name":"Weixing Li","is_ca":false},{"name":"Pupu Chao","is_ca":false},{"name":"Xiaodong Liang","is_ca":true},{"name":"Dianguo Xu","is_ca":false},{"name":"Xiaoming Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01324358926899461,"gpt":0.2534689814004782,"spread":0.2402253921314836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000452533,0.0009266739,0.0006270805,0.0005273171,0.0003478021,0.0006157227,0.001190241,0.0006679778,0.002846876],"category_scores_gemma":[0.001685324,0.0004332131,0.0006853042,0.0004357774,0.0003209279,0.001092124,0.0004138817,0.0008381424,0.0007278607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954738,"about_ca_system_score_gemma":0.0004651803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283326,"about_ca_topic_score_gemma":0.002455407,"domain_scores_codex":[0.9996381,0.00008764314,0.00002163735,0.00008768762,0.0001438892,0.00002110778],"domain_scores_gemma":[0.9995584,0.0001398812,0.00007224142,0.00008488805,0.0001308255,0.00001382847],"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":[0.00007211964,0.00005182801,0.0007432418,0.0002109659,0.00003965119,0.0002100444,0.0001229586,0.7877809,0.01961214,0.008061673,0.0009334128,0.1821611],"study_design_scores_gemma":[0.000003576235,0.00001842591,0.0001120311,0.000004109056,0.000005067411,0.00003776982,0.000005829807,0.9971021,0.001281306,0.0007686482,0.0006549493,0.000006257125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002949396,0.00003909956,0.995758,0.00001324764,0.00001149768,0.00001862013,0.00001239226,0.0003670126,0.0008307653],"genre_scores_gemma":[0.6199686,0.0002538188,0.3751835,0.00006048612,0.00004171682,0.0001953797,0.0001676941,0.0002658879,0.003862932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002846876,"threshold_uncertainty_score":0.00952369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981481872","doi":"10.1049/iet-rpg.2009.0137","title":"Multiple model multiple-input multiple-output predictive control for variable speed variable pitch wind energy conversion systems","year":2011,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Control theory (sociology); Torque; Wind power; Controller (irrigation); Multivariable calculus; Model predictive control; Wind speed; Actuator; Power (physics); Generator (circuit theory); Computer science; Variable (mathematics); Pitch control; Operating point; Engineering; Control engineering; Control (management); Mathematics; Electronic engineering; Physics","authors":[{"name":"Mostafa Soliman","is_ca":true},{"name":"A.A. Ali","is_ca":true},{"name":"David T. Westwick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01966143619945406,"gpt":0.1902931751529323,"spread":0.1706317389534782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005382259,0.0007928983,0.0008114927,0.000303657,0.0005190134,0.00106901,0.0008911148,0.0005135946,0.001171623],"category_scores_gemma":[0.0007506752,0.0003562284,0.0004153308,0.0004725525,0.000492497,0.0004189273,0.000570456,0.0009761922,0.0001780758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268342,"about_ca_system_score_gemma":0.0005905694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004904621,"about_ca_topic_score_gemma":0.006208399,"domain_scores_codex":[0.9996505,0.0000830041,0.00002121783,0.00006520376,0.0001354317,0.00004472512],"domain_scores_gemma":[0.9996909,0.0001373913,0.00006764348,0.00001805374,0.00007451478,0.00001154618],"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":[0.0001096403,0.00007442688,0.0003516294,0.0002615595,0.00008383646,0.0002269867,0.0001258861,0.8967363,0.01158458,0.006704546,0.001341529,0.0823991],"study_design_scores_gemma":[0.00001978749,0.00009460081,0.0001869472,0.000006876611,0.00001416239,0.00002158365,0.000008079957,0.9969547,0.001026321,0.001061893,0.0005984163,0.000006498343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02763448,0.00103057,0.965965,0.0002914186,0.0001777196,0.00005205426,0.00003432475,0.0005655793,0.004248817],"genre_scores_gemma":[0.9749817,0.0004489421,0.02250638,0.00006437048,0.00007413478,0.00009940445,0.00004042302,0.00001651444,0.001768094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004904621,"threshold_uncertainty_score":0.009752154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2295974072","doi":"10.1049/iet-rpg.2015.0137","title":"Operational experiences with inertial response provided by type 4 wind turbines","year":2015,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wind power; Inertial frame of reference; Computer science; Marine engineering; Environmental science; Aerospace engineering; Engineering; Physics; Electrical engineering","authors":[{"name":"Markus Fischer","is_ca":false},{"name":"Soenke Engelken","is_ca":false},{"name":"Nikolay Mihov","is_ca":false},{"name":"Ângelo Braga Mendonça","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01515576041445211,"gpt":0.2153910702080926,"spread":0.2002353097936405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224789,0.0004189586,0.000321899,0.0004139298,0.0007240277,0.0006455444,0.000588737,0.0003634696,0.001023561],"category_scores_gemma":[0.002584171,0.0001586398,0.0002318579,0.0006032121,0.0005248571,0.0005604604,0.0004753239,0.0003701549,0.0002549629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118694,"about_ca_system_score_gemma":0.0006470284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04541488,"about_ca_topic_score_gemma":0.09080368,"domain_scores_codex":[0.9989807,0.0002694126,0.00006034522,0.0001104723,0.0004114353,0.0001675329],"domain_scores_gemma":[0.9980927,0.0005600551,0.0001207692,0.0001989268,0.0008768422,0.0001506694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002304563,0.002149679,0.1806648,0.0009622026,0.0001897006,0.002986108,0.05107132,0.06287425,0.2081852,0.001483377,0.004907294,0.4822215],"study_design_scores_gemma":[0.0001702995,0.0150079,0.7134604,0.0002539486,0.0002653576,0.002305802,0.03076875,0.04812081,0.1095828,0.0007303345,0.07897739,0.0003561682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944749,0.00008398334,0.002355067,0.00004584163,0.000005635141,0.00002257074,0.00008495273,0.00003184746,0.002895119],"genre_scores_gemma":[0.9950177,0.0001651395,0.002408843,0.00001903568,0.000007192789,0.00001121397,0.0002622182,0.0000194662,0.002089117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04541488,"threshold_uncertainty_score":0.09030104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802352055","doi":"10.1049/iet-rpg.2017.0313","title":"Power‐current controller based sliding mode control for DFIG‐wind energy conversion system","year":2018,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Doubly fed electric machine; Control theory (sociology); Wind power; Controller (irrigation); Mode (computer interface); Power control; Current (fluid); Sliding mode control; Power (physics); AC power; Computer science; Engineering; Control (management); Voltage; Physics; Electrical engineering; Nonlinear system","authors":[{"name":"Adel Merabet","is_ca":true},{"name":"Hisham Eshaft","is_ca":true},{"name":"Aman A. Tanvir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01120281132275356,"gpt":0.216308889317457,"spread":0.2051060779947035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003074407,0.0005623699,0.0003779475,0.0002062146,0.0003161004,0.0006729352,0.000607255,0.0004551395,0.001543839],"category_scores_gemma":[0.0003826738,0.0001585487,0.000246861,0.0002101236,0.0003682619,0.0003481692,0.0002681625,0.0005141995,0.0002406628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571096,"about_ca_system_score_gemma":0.0002996286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265417,"about_ca_topic_score_gemma":0.001736208,"domain_scores_codex":[0.9998434,0.00002516686,0.00001271483,0.0000423997,0.00005768988,0.00001857547],"domain_scores_gemma":[0.9998738,0.00003174652,0.00001898863,0.00001267574,0.00005571384,0.000007150474],"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":[0.0004759726,0.0002206326,0.001178935,0.0004685531,0.0001180876,0.0004931722,0.0003534732,0.6397874,0.04543348,0.01325788,0.004423707,0.2937888],"study_design_scores_gemma":[0.00004768639,0.0002518314,0.0005499809,0.00001101321,0.00001726797,0.00003214417,0.00001342451,0.9928505,0.003586242,0.0009267622,0.001704017,0.000008948667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07787483,0.0009708846,0.906899,0.0001986299,0.0003201224,0.0001447498,0.00005896544,0.001372932,0.01215988],"genre_scores_gemma":[0.9861734,0.0002145766,0.01096393,0.00003741714,0.00003306695,0.00008747198,0.00004283796,0.00001170011,0.002435576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00265417,"threshold_uncertainty_score":0.005277514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2543323639","doi":"10.1109/iecon.2008.4758299","title":"Power maximization and voltage sag/swell ride-through capability of PMSG based variable speed wind energy conversion system","year":2008,"lang":"en","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Wind power; Permanent magnet synchronous generator; Voltage sag; Swell; Turbine; Control theory (sociology); Wind speed; Grid; Interconnection; Engineering; Electric power system; Voltage; Computer science; Automotive engineering; Power (physics); Electrical engineering; Telecommunications; Aerospace engineering; Power quality","authors":[{"name":"Mukhtiar Singh","is_ca":true},{"name":"Ambrish Chandra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005945387975650687,"gpt":0.1607386311876878,"spread":0.1547932432120371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844654,0.0002970842,0.0003625813,0.0001915871,0.0001637944,0.0002807337,0.0002133826,0.0002925068,0.0008308835],"category_scores_gemma":[0.0005216218,0.0001395631,0.0002607216,0.000144682,0.0002013844,0.0003063392,0.0001355964,0.0002161311,0.0001137637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581703,"about_ca_system_score_gemma":0.0001415537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272727,"about_ca_topic_score_gemma":0.001282004,"domain_scores_codex":[0.9998872,0.00003270713,0.000007057376,0.00001533368,0.0000370749,0.00002063195],"domain_scores_gemma":[0.9997547,0.0001175739,0.00005645258,0.00002897186,0.00003341,0.000008867201],"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":[0.000473793,0.00007714428,0.004595644,0.0002017249,0.00006732142,0.000447607,0.0002005003,0.8702707,0.09277445,0.002381636,0.000530995,0.02797846],"study_design_scores_gemma":[0.00001974631,0.000251487,0.002987628,0.000005304686,0.0000180772,0.0001004601,0.00001949458,0.9853806,0.01061486,0.000411301,0.0001839582,0.00000708736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289171,0.0001801917,0.06543856,0.00009389699,0.00001066093,0.00002494083,0.0001003824,0.0004684996,0.00476585],"genre_scores_gemma":[0.9992626,0.00002004086,0.0004924618,0.000002127399,7.501529e-7,0.000003604634,0.00001446585,0.000003838353,0.0002000219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002272727,"threshold_uncertainty_score":0.004518986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2278460479","doi":"10.1109/tec.2015.2484380","title":"Analysis and Mitigation of Undesirable Impacts of Implementing Frequency Support Controllers in Wind Power Generation","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Voltage droop; Wind power; Control theory (sociology); Induction generator; Automatic frequency control; Permanent magnet synchronous generator; Limit (mathematics); Frequency domain; Power (physics); Electric power system; Inertia; Generator (circuit theory); Computer science; Engineering; Magnet; Electrical engineering; Voltage; Control (management); Voltage regulator; Physics; Mathematics","authors":[{"name":"Mohammadreza F. M. Arani","is_ca":true},{"name":"Yasser Abdel‐Rady I. Mohamed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01194898449690036,"gpt":0.2105605317566074,"spread":0.198611547259707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004192784,0.0004905714,0.0002307501,0.000281764,0.0001665041,0.0004536796,0.0002562177,0.0003968861,0.0007736742],"category_scores_gemma":[0.001340275,0.0001440833,0.0002481946,0.0001789271,0.0003180942,0.0004634161,0.0001440671,0.0003033176,0.0000858991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911848,"about_ca_system_score_gemma":0.0002878142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239079,"about_ca_topic_score_gemma":0.001183713,"domain_scores_codex":[0.9997343,0.00008455884,0.000009064285,0.00002496326,0.0001199923,0.00002707588],"domain_scores_gemma":[0.9993807,0.0003844596,0.00008766363,0.00003332891,0.000104781,0.00000900559],"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":[0.000274257,0.0001328407,0.002716505,0.0003929973,0.00006275527,0.0004089752,0.00007177916,0.8491696,0.05562835,0.007703167,0.0006007279,0.08283809],"study_design_scores_gemma":[0.000005808328,0.0001914133,0.001518086,0.00001061573,0.00002844548,0.00004532277,0.00001973985,0.9900227,0.007034526,0.0007277638,0.0003891397,0.000006479523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4760236,0.001590396,0.5088001,0.0002796187,0.00009483235,0.0001085265,0.00006143871,0.0004255985,0.01261589],"genre_scores_gemma":[0.9899673,0.00039569,0.008994501,0.00001135228,0.00001295115,0.00001778251,0.0000151992,0.00001180172,0.0005733557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001239079,"threshold_uncertainty_score":0.002588153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2599246550","doi":"10.1109/tpwrd.2017.2689792","title":"Safe Operation of DFIG-Based Wind Parks in Series-Compensated Systems","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Doubly fed electric machine; Electric power system; Control theory (sociology); Transient (computer programming); Electric power transmission; Transmission line; Engineering; Transmission system; Power electronics; Series (stratigraphy); Automatic frequency control; Wind power; Control system; Induction generator; Generator (circuit theory); Control engineering; Transmission (telecommunications); Power (physics); AC power; Control (management); Voltage; Computer science; Electrical engineering","authors":[{"name":"Ulas Karaagac","is_ca":false},{"name":"Jean Mahseredjian","is_ca":true},{"name":"Simon Jensen","is_ca":false},{"name":"Richard Gagnon","is_ca":true},{"name":"Martin Fecteau","is_ca":true},{"name":"Ilhan Koçar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01038694019730322,"gpt":0.2062028238787701,"spread":0.1958158836814669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003957225,0.0005059902,0.0003961188,0.00031513,0.0003994309,0.0005750697,0.0003520529,0.0004372406,0.0006374752],"category_scores_gemma":[0.001564331,0.0002505912,0.000182516,0.0002164805,0.0004356628,0.0006447813,0.0004076131,0.0003370417,0.0001171412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911829,"about_ca_system_score_gemma":0.0003729005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177784,"about_ca_topic_score_gemma":0.002112146,"domain_scores_codex":[0.9997599,0.00007714677,0.00001405588,0.00002540055,0.00008755198,0.00003599649],"domain_scores_gemma":[0.999292,0.0003818203,0.0001555632,0.00004531183,0.0000999632,0.00002535982],"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":[0.0002886447,0.00004485698,0.003720385,0.0000967665,0.00002512472,0.0006733114,0.0002136137,0.9352459,0.01931612,0.005078327,0.0004011489,0.03489578],"study_design_scores_gemma":[0.000007009552,0.00006146066,0.0006332953,0.000008538678,0.000005572419,0.00004851619,0.00005109905,0.9935263,0.003708007,0.001737431,0.0002082452,0.000004523606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.605472,0.0002517618,0.3874341,0.0001383124,0.00001921595,0.00005936477,0.00008077591,0.0005637695,0.005980733],"genre_scores_gemma":[0.9964641,0.00002765993,0.003236998,0.000003485411,0.000001737267,0.000008210633,0.00001338001,0.000009127543,0.0002352974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002177784,"threshold_uncertainty_score":0.004330218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127460143","doi":"10.1109/tste.2021.3057854","title":"Weighted Dynamic Aggregation Modeling of Induction Machine-Based Wind Farms","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Wind speed; Wind power; Induction generator; Control theory (sociology); Turbine; Transient (computer programming); Computer science; Scale (ratio); Environmental science; Engineering; Meteorology; Physics","authors":[{"name":"Navid Shabanikia","is_ca":true},{"name":"Aida Afshar Nia","is_ca":true},{"name":"Ahmadreza Tabesh","is_ca":false},{"name":"S. Ali Khajehoddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005593204040732793,"gpt":0.1911531114658698,"spread":0.185559907425137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002008944,0.0005463205,0.0005544249,0.0003068129,0.0002587015,0.0005846232,0.0005799206,0.0003542141,0.001068816],"category_scores_gemma":[0.0003811251,0.0002392921,0.000513149,0.0004299667,0.0002180307,0.000746993,0.0003555049,0.0003672563,0.0002096995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323937,"about_ca_system_score_gemma":0.0002661359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004209959,"about_ca_topic_score_gemma":0.003116363,"domain_scores_codex":[0.9998357,0.00004115567,0.00001073803,0.00003241641,0.00006162111,0.00001834681],"domain_scores_gemma":[0.9998844,0.0000368852,0.00002368862,0.00001323676,0.00003484047,0.000007004359],"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":[0.000009526912,0.00000677179,0.0002651653,0.00001351557,0.00001119481,0.00004631807,0.00001863405,0.9898817,0.00139821,0.002239697,0.0001137117,0.005995501],"study_design_scores_gemma":[5.483479e-7,0.000003919607,0.00006462504,6.890711e-7,0.000001740621,0.000004090821,0.000002367712,0.9991566,0.0001060727,0.0005156287,0.000142755,9.674278e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0529512,0.0001494978,0.9394559,0.00004908592,0.00002993506,0.00002679298,0.00008177731,0.0002712449,0.006984698],"genre_scores_gemma":[0.9737312,0.000177165,0.02327117,0.0000184202,0.00001517483,0.00005289516,0.000134876,0.00004689931,0.002552198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004209959,"threshold_uncertainty_score":0.008370936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"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)","authors":[{"name":"Jafar Mohammadi","is_ca":true},{"name":"Sadegh Vaez‐Zadeh","is_ca":false},{"name":"Esmaeil Ebrahimzadeh","is_ca":false},{"name":"Frede Blaabjerg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01384006780093058,"gpt":0.2243397682945813,"spread":0.2104997004936507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003606791,0.0005756348,0.0005939827,0.0005676486,0.0003250767,0.0007839937,0.0006957873,0.0003997032,0.001672452],"category_scores_gemma":[0.0003850537,0.0002486797,0.0004122226,0.0003748916,0.000273789,0.0005367821,0.0004590639,0.0004548478,0.0002494232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665526,"about_ca_system_score_gemma":0.0003440049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791239,"about_ca_topic_score_gemma":0.001807019,"domain_scores_codex":[0.9994286,0.00007093932,0.00004894722,0.0001045103,0.0003122959,0.00003471507],"domain_scores_gemma":[0.9997732,0.00004090838,0.00002813719,0.0000262203,0.0001185411,0.00001293425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003968015,0.0001688313,0.001160273,0.0005666097,0.0001904147,0.000254472,0.0002118914,0.1863688,0.08081236,0.009632123,0.001945514,0.7182919],"study_design_scores_gemma":[0.00008392886,0.0003317361,0.0007908862,0.00003454028,0.00007051529,0.0001480299,0.0000287003,0.9772021,0.01400693,0.001218908,0.006055492,0.00002825184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01542217,0.000629051,0.9797629,0.0000588527,0.0001153055,0.00008151012,0.00001479951,0.0003532709,0.003562136],"genre_scores_gemma":[0.9139106,0.000407156,0.08180405,0.00005893158,0.00009799359,0.0001711877,0.00005093026,0.00002745868,0.003471799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001791239,"threshold_uncertainty_score":0.005594909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010137173","doi":"10.1109/tste.2013.2252209","title":"Type-III Wind Power Plant Harmonic Emissions: Field Measurements and Aggregation Guidelines for Adequate Representation of Harmonics","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Harmonics; Wind power; Voltage; Harmonic; Transient (computer programming); Representation (politics); Harmonic analysis; Electronic engineering; Interconnection; Time domain; Power (physics); Field (mathematics); Control theory (sociology); Electric power system; Computer science; Engineering; Electrical engineering; Physics; Mathematics; Telecommunications; Acoustics","authors":[{"name":"Christian Larose","is_ca":true},{"name":"Richard Gagnon","is_ca":true},{"name":"Pascal Prud'Homme","is_ca":true},{"name":"Martin Fecteau","is_ca":true},{"name":"Mohamed Asmine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04140726350912537,"gpt":0.2674451014413629,"spread":0.2260378379322375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098449,0.000688972,0.0005215016,0.0004365707,0.0004108578,0.0007332559,0.0007873441,0.0009640763,0.001147961],"category_scores_gemma":[0.003069709,0.0002506624,0.0002738297,0.0004862272,0.0004749783,0.001092994,0.000622202,0.0006242855,0.0003791965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376178,"about_ca_system_score_gemma":0.0004129774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798802,"about_ca_topic_score_gemma":0.002329499,"domain_scores_codex":[0.9992284,0.0002688838,0.00009015574,0.00008669498,0.0002964135,0.0000294827],"domain_scores_gemma":[0.9985837,0.000531364,0.0002156576,0.0002778288,0.0003618356,0.00002961606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003953346,0.0003319847,0.02119007,0.00124437,0.00005894169,0.001227602,0.001446002,0.5491351,0.1459446,0.07640284,0.01059262,0.1920305],"study_design_scores_gemma":[0.00009758666,0.0005625174,0.01741526,0.0003938541,0.00006920451,0.0008738245,0.0006476876,0.7980182,0.09114,0.0465589,0.0440888,0.0001342152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06695242,0.0004641548,0.9191149,0.0003276058,0.00005428857,0.0002031327,0.0004970104,0.0008870568,0.01149953],"genre_scores_gemma":[0.7485384,0.0008623332,0.2463872,0.0001662102,0.00006846462,0.0004858154,0.0006367486,0.0001691622,0.002685739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001798802,"threshold_uncertainty_score":0.005809247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200781978","doi":"10.1109/tste.2021.3094093","title":"Maximum Power Tracking for a Wind Energy Conversion System Using Cascade-Forward Neural Networks","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Sustainable Energy","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Control theory (sociology); Cascade; Wind power; Controller (irrigation); Artificial neural network; Power (physics); Computer science; Power optimizer; Maximum power point tracking; Engineering; Electricity generation; Control engineering; Power control; Voltage; Control (management); Artificial intelligence; Electrical engineering","authors":[{"name":"Mohamad Alzayed","is_ca":true},{"name":"Hicham Chaoui","is_ca":true},{"name":"Yashar Farajpour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008091913006225174,"gpt":0.1994808234553309,"spread":0.1913889104491057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004196933,0.0006810935,0.0003336113,0.0002227561,0.0004284595,0.0004221385,0.0005849774,0.0006936339,0.001383948],"category_scores_gemma":[0.0007121643,0.0003166711,0.0003992651,0.0002052482,0.000285245,0.0004719988,0.0003464542,0.0006580791,0.0001454701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005809948,"about_ca_system_score_gemma":0.0004235152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007746515,"about_ca_topic_score_gemma":0.009022287,"domain_scores_codex":[0.9998535,0.00002568771,0.00001058235,0.00003876787,0.00005150678,0.00001998429],"domain_scores_gemma":[0.9998022,0.00009214596,0.00002999515,0.000009855709,0.00005951671,0.000006346125],"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":[0.0001027724,0.00005443051,0.0006115788,0.00009799529,0.00003011247,0.0001135038,0.00005385479,0.92963,0.007616115,0.001191387,0.0003632508,0.06013508],"study_design_scores_gemma":[0.000002178404,0.0000281643,0.0000811958,0.000002317208,0.00000324263,0.000004247448,0.000001830694,0.9989572,0.0007076843,0.000150423,0.00005998468,0.000001580318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1356371,0.0006052844,0.8528911,0.0002715348,0.00008876125,0.0001188226,0.00004610968,0.000631406,0.00970978],"genre_scores_gemma":[0.9771619,0.0001345181,0.02071587,0.00002794936,0.00001090537,0.00005474975,0.00002658521,0.000008051305,0.001859381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007746515,"threshold_uncertainty_score":0.01540285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137576359","doi":"10.1109/tpwrd.2014.2365587","title":"Dynamic Phasor Modeling of Type 3 DFIG Wind Generators (Including SSCI Phenomenon) for Short-Circuit Calculations","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Phasor; Control theory (sociology); Wind power; Fault (geology); Relay; Engineering; Equivalent circuit; Induction generator; Computer science; Control engineering; Electronic engineering; Electric power system; Voltage; Electrical engineering; Control (management); Power (physics)","authors":[{"name":"Sriram Chandrasekar","is_ca":true},{"name":"Ramakrishna Gokaraju","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.026683930406198,"gpt":0.2347442814830357,"spread":0.2080603510768377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008521419,0.0004066591,0.0002851504,0.0002001201,0.0001829307,0.0003550754,0.0004467945,0.0004636894,0.001758367],"category_scores_gemma":[0.0002029719,0.0001677129,0.0003737609,0.0003076527,0.0001241061,0.0004644729,0.0001530179,0.000350463,0.0005171808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803348,"about_ca_system_score_gemma":0.000273318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003470217,"about_ca_topic_score_gemma":0.002686875,"domain_scores_codex":[0.9999563,0.00001109812,0.000003017844,0.000008838692,0.00001538697,0.000005488875],"domain_scores_gemma":[0.9999473,0.00001521402,0.00001013718,0.000009282897,0.00001369569,0.000004304697],"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":[0.00002388067,0.00002642225,0.0008536389,0.0000445407,0.00001072995,0.0002137523,0.00005573553,0.9685926,0.01134547,0.003645948,0.0004172512,0.01476996],"study_design_scores_gemma":[0.000002202843,0.00001901234,0.0003667339,0.000002727536,0.000002869193,0.00002488085,0.000006821815,0.99761,0.0005867448,0.00068245,0.0006931018,0.000002383136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1487254,0.0002412388,0.8342989,0.0001002959,0.00004778809,0.0001230521,0.0006000372,0.0009217974,0.0149414],"genre_scores_gemma":[0.9645602,0.0003022306,0.03117524,0.00001826771,0.0000167799,0.0001179453,0.0002651593,0.00006470582,0.00347944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003470217,"threshold_uncertainty_score":0.006900012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109927514","doi":"10.1109/psce.2011.5772545","title":"Comparative stability analysis of DFIG-based wind farms and conventional synchronous generators","year":2011,"lang":"en","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Doubly fed electric machine; Control theory (sociology); Induction generator; Wind power; Turbine; Permanent magnet synchronous generator; Modal analysis; AC power; Engineering; Voltage; Computer science; Control (management); Electrical engineering; Finite element method","authors":[{"name":"Juan Carlos Muñoz","is_ca":true},{"name":"Claudio A. Cañizares","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03162612685709539,"gpt":0.2172093463859135,"spread":0.1855832195288181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003520085,0.0002952869,0.0002935281,0.0006371023,0.0001953701,0.0003287131,0.0002708435,0.0002571177,0.001399076],"category_scores_gemma":[0.001076932,0.00009894409,0.0002191646,0.0003869599,0.0002032023,0.0005610636,0.0001597892,0.0001397458,0.0002237491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938882,"about_ca_system_score_gemma":0.000113727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125697,"about_ca_topic_score_gemma":0.001260892,"domain_scores_codex":[0.9998678,0.00002738634,0.00001012342,0.00002129357,0.00005552431,0.00001779438],"domain_scores_gemma":[0.9994414,0.0002705191,0.00005149817,0.00004142298,0.0001778,0.00001741299],"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":[0.002233902,0.00021173,0.02805284,0.0006420458,0.0003845172,0.000944788,0.0003279505,0.7091547,0.1149488,0.01161392,0.002059428,0.1294254],"study_design_scores_gemma":[0.0001210612,0.0009477327,0.05148546,0.00003532683,0.0000892582,0.0002862886,0.0001474287,0.9178697,0.02156839,0.004152701,0.003268049,0.00002856173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586341,0.0006256654,0.03224053,0.00005480885,0.00001953681,0.00004164503,0.0003510663,0.0002434953,0.00778914],"genre_scores_gemma":[0.9975836,0.0001008019,0.001592832,0.000003806002,0.000003254642,0.0000138455,0.0001701142,0.00001243524,0.0005193382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001399076,"threshold_uncertainty_score":0.004680336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1607829366","doi":"10.1109/pesc.2006.1712212","title":"Power electronic converter control techniques for improved low voltage ride through performance in WTGs","year":2006,"lang":"en","type":"article","venue":"","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Wind power; Low voltage ride through; Turbine; Realization (probability); Voltage; Power (physics); Sizing; Electrical engineering; Limit (mathematics); Computer science; Low voltage; Engineering; Automotive engineering; Aerospace engineering; Physics","authors":[{"name":"Chad Abbey","is_ca":true},{"name":"Wei Li","is_ca":true},{"name":"Loic Owatta","is_ca":true},{"name":"G. Joós","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002093792099338847,"gpt":0.1760407197504264,"spread":0.1739469276510876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816055,0.0002693761,0.000221662,0.000191347,0.0001479729,0.0004965381,0.0003438198,0.00017173,0.0024136],"category_scores_gemma":[0.0003707393,0.0001323958,0.0001600091,0.0001877002,0.0002009329,0.0003658365,0.0001371493,0.0003259252,0.000225337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406864,"about_ca_system_score_gemma":0.0001651342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057303,"about_ca_topic_score_gemma":0.001612879,"domain_scores_codex":[0.9999429,0.00001338561,0.000004722811,0.000007362192,0.00002528034,0.000006304469],"domain_scores_gemma":[0.9999034,0.00004354785,0.00001369587,0.0000159285,0.00002021031,0.000003058335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003811962,0.0002030098,0.001952506,0.0003479391,0.00004812955,0.000271019,0.0002356512,0.6300669,0.1261641,0.02281897,0.001468506,0.216042],"study_design_scores_gemma":[0.00008777334,0.0003516637,0.001054124,0.00001576425,0.00002654835,0.00009328216,0.00002148954,0.9681079,0.02427957,0.002961244,0.00298764,0.00001302244],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2559936,0.0003516406,0.7284785,0.0001183253,0.00006060137,0.0000662001,0.00005089596,0.002040127,0.01284011],"genre_scores_gemma":[0.98689,0.00008801762,0.01166307,0.00001074998,0.000006963634,0.00001208973,0.00001364568,0.00002457941,0.001290975],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0024136,"threshold_uncertainty_score":0.008074284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966883992","doi":"10.1016/j.epsr.2006.08.034","title":"Effects of main and leakage flux saturation on the transient performances of doubly-fed wind driven induction generator","year":2006,"lang":"en","type":"article","venue":"Electric Power Systems Research","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Saturation (graph theory); Induction generator; Control theory (sociology); Flux (metallurgy); Transient (computer programming); Leakage (economics); Voltage; Engineering; Materials science; Electrical engineering; Computer science; Mathematics","authors":[{"name":"Hany M. Jabr","is_ca":true},{"name":"Narayan C. Kar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01091625298020413,"gpt":0.229463047259092,"spread":0.2185467942788879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003143645,0.0003539969,0.0003982799,0.0002293103,0.000305535,0.0002886353,0.0001924727,0.0003991821,0.001481431],"category_scores_gemma":[0.001792511,0.0001946958,0.0002574585,0.0002290931,0.0003842177,0.0004280056,0.0002260689,0.0003688275,0.0002527715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025641,"about_ca_system_score_gemma":0.0001452491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017265,"about_ca_topic_score_gemma":0.001005298,"domain_scores_codex":[0.9998363,0.00004542281,0.00001122221,0.00001757335,0.00003306676,0.00005638261],"domain_scores_gemma":[0.99766,0.001729323,0.000173252,0.00008506688,0.0002343673,0.000117913],"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":[0.0243171,0.000489353,0.02494065,0.0008809337,0.0001406019,0.00226674,0.001736608,0.2185365,0.6816109,0.00142449,0.001673927,0.04198237],"study_design_scores_gemma":[0.0001957794,0.003241805,0.07034861,0.0001033486,0.0001932104,0.0009659177,0.0006569878,0.503017,0.4189479,0.001131967,0.001115699,0.00008177473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996326,0.00009766005,0.002087286,0.00003408838,0.000009444378,0.000002647485,0.00005492592,0.00009546074,0.001292492],"genre_scores_gemma":[0.9998117,0.00001369315,0.00003739277,0.000002529068,0.000001256907,6.666961e-7,0.00002325564,0.000007461848,0.0001020266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481431,"threshold_uncertainty_score":0.004955947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065492146","doi":"10.1049/ip-epa:20050388","title":"Steady-state stability analysis of doubly-fed induction generators under decoupled <i>P</i> – <i>Q</i> control","year":2006,"lang":"en","type":"article","venue":"IEE Proceedings - Electric Power Applications","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Science Council","keywords":"Induction generator; Control theory (sociology); Stability (learning theory); Steady state (chemistry); Eigenvalues and eigenvectors; Generator (circuit theory); Doubly fed electric machine; Power (physics); Physics; Mathematics; Bounded function; Control (management); Computer science; AC power; Mathematical analysis; Chemistry; Quantum mechanics","authors":[{"name":"H. Banakar","is_ca":true},{"name":"C. Luo","is_ca":true},{"name":"B.T. Ooi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005597436922539791,"gpt":0.1959527527999172,"spread":0.1903553158773774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031856,0.0002536792,0.0003292334,0.000460809,0.0003296932,0.0006598674,0.0002810415,0.0002835577,0.001395743],"category_scores_gemma":[0.0006732316,0.000156343,0.0002948812,0.000167164,0.0006827319,0.00034776,0.0002525618,0.0002643636,0.0002825012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945012,"about_ca_system_score_gemma":0.0002983857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102151,"about_ca_topic_score_gemma":0.001475959,"domain_scores_codex":[0.9998991,0.00002340816,0.000005723127,0.00002098398,0.0000346573,0.000015993],"domain_scores_gemma":[0.9996182,0.0001503062,0.00006432574,0.00002743638,0.0001248551,0.00001484621],"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":[0.0006570475,0.0001180151,0.005890486,0.000142694,0.0001158133,0.000505955,0.0005591731,0.8507837,0.08059622,0.03259518,0.0009209979,0.02711481],"study_design_scores_gemma":[0.00001479392,0.00008651774,0.001782457,0.000007572636,0.00001435898,0.00002626203,0.00004367411,0.9905573,0.003490769,0.003787857,0.0001780661,0.00001042183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7574351,0.0002061735,0.2275539,0.000138938,0.00002043533,0.00004586169,0.0000905128,0.0003020756,0.01420699],"genre_scores_gemma":[0.9979359,0.00003600313,0.00135836,0.000004991083,0.000002429784,0.00001162506,0.00002120527,0.000006605228,0.0006229507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002102151,"threshold_uncertainty_score":0.004669189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004667782","doi":"10.1016/j.rser.2013.06.025","title":"Overview of subsynchronous resonance analysis and control in wind turbines","year":2013,"lang":"en","type":"article","venue":"Renewable and Sustainable Energy Reviews","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Wind power; Engineering; Marine engineering; Automotive engineering; Control engineering; Control (management); Control theory (sociology); Computer science; Electrical engineering","authors":[{"name":"Hosein Ghasemi","is_ca":false},{"name":"Gevork B. Gharehpetian","is_ca":false},{"name":"S.A. Nabavi-Niaki","is_ca":true},{"name":"Jamshid Aghaei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007924645349152699,"gpt":0.2053428741689882,"spread":0.1974182288198356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007988072,0.001237601,0.001460775,0.001435994,0.0002903189,0.001432794,0.001199164,0.002014619,0.002637932],"category_scores_gemma":[0.0009504048,0.0005440071,0.0006948884,0.002280344,0.0006752599,0.001853919,0.0005824599,0.001435663,0.001484018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395452,"about_ca_system_score_gemma":0.0007903885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277788,"about_ca_topic_score_gemma":0.001285945,"domain_scores_codex":[0.9994518,0.00008441378,0.00006429001,0.0001000638,0.0002680478,0.00003130873],"domain_scores_gemma":[0.9992968,0.0003864276,0.00004888153,0.00003426984,0.0002133336,0.00002035935],"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":[0.00009355687,0.000173975,0.0002351705,0.009145616,0.0001312644,0.0001426115,0.0001191757,0.02741532,0.009902462,0.03821446,0.02107335,0.8933529],"study_design_scores_gemma":[0.00004254308,0.0005049743,0.001667083,0.003652121,0.0002057517,0.0006865831,0.0001510939,0.04790023,0.006955695,0.05154898,0.8865727,0.000112202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001006419,0.9039407,0.08482847,0.0005915099,0.00129798,0.00003125938,0.00003820862,0.000116515,0.008148914],"genre_scores_gemma":[0.01911285,0.9316984,0.03603752,0.0007204245,0.003981238,0.00007521937,0.0001569371,0.00005612403,0.008161296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002637932,"threshold_uncertainty_score":0.008824706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992689299","doi":"10.1109/tcst.2014.2320675","title":"Gain-Scheduled $\\ell _{1}$ -Optimal Control of Variable-Speed-Variable-Pitch Wind Turbines","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Wind power; Control theory (sociology); Turbine; Norm (philosophy); Aerodynamics; Mathematics; Engineering; Computer science; Control (management); Aerospace engineering; Electrical engineering; Artificial intelligence","authors":[{"name":"Hamidreza Jafarnejadsani","is_ca":false},{"name":"J.K. Pieper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004998141642072944,"gpt":0.1843196434211737,"spread":0.1793215017791008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005087202,0.0009657067,0.0007890761,0.0002548125,0.0004823501,0.001021611,0.0008143969,0.0007344231,0.002888518],"category_scores_gemma":[0.0007939281,0.0003453196,0.0003477414,0.0002558466,0.0008352455,0.0004282778,0.0007596138,0.0008409639,0.0003259028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008150006,"about_ca_system_score_gemma":0.001124433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232231,"about_ca_topic_score_gemma":0.01169124,"domain_scores_codex":[0.9997414,0.00006314008,0.00001034998,0.00005916868,0.00007280878,0.00005310522],"domain_scores_gemma":[0.9997628,0.0001068124,0.00004947905,0.00001003933,0.00005461284,0.00001628023],"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":[0.0000599904,0.00002275331,0.00009376164,0.00005473346,0.0000114155,0.00004712316,0.00003393983,0.9808835,0.001903164,0.004907121,0.0008301143,0.01115234],"study_design_scores_gemma":[0.0000113697,0.00003282306,0.00005587838,0.000003972774,0.000003355201,0.00000337311,0.000005202523,0.998297,0.000301801,0.0009940099,0.000287849,0.000003262164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05297389,0.0006370053,0.9253752,0.000465651,0.0002103112,0.00008293046,0.0001026679,0.0006333822,0.01951887],"genre_scores_gemma":[0.9698772,0.0002138765,0.02450304,0.00007406918,0.00003325246,0.0001060797,0.00006109265,0.00003777651,0.005093505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01232231,"threshold_uncertainty_score":0.02450114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046724808","doi":"10.1049/iet-gtd.2010.0618","title":"Subsynchronous resonance in single-cage self-excited-induction-generator-based wind farm connected to series-compensated lines","year":2011,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Induction generator; Fault (geology); Control theory (sociology); Transient (computer programming); Electric power transmission; Compensation (psychology); Capacitor; MATLAB; Engineering; Series (stratigraphy); Transmission line; Wind power; Electronic engineering; Computer science; Electrical engineering; Voltage","authors":[{"name":"Akshaya Moharana","is_ca":true},{"name":"Rajiv K. Varma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02478138328022638,"gpt":0.2010208144369465,"spread":0.1762394311567201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001818554,0.0002346174,0.0002470479,0.0002321076,0.0001923898,0.0002522281,0.0003020902,0.0004217938,0.0007950375],"category_scores_gemma":[0.0004822502,0.0001555767,0.0001977499,0.0001598316,0.0002571091,0.0003405545,0.0001550617,0.0001659758,0.0001314749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345691,"about_ca_system_score_gemma":0.0001106391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323122,"about_ca_topic_score_gemma":0.002114919,"domain_scores_codex":[0.999892,0.00005140031,0.000006016178,0.00001686283,0.00002381942,0.000009925207],"domain_scores_gemma":[0.999796,0.00008451141,0.00006525338,0.00001924441,0.00002631975,0.000008813995],"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":[0.000407804,0.0001687992,0.0110831,0.0001117944,0.00007754966,0.002415692,0.0001869019,0.9128858,0.05241745,0.004316351,0.0007428346,0.01518593],"study_design_scores_gemma":[0.00001314958,0.0001486274,0.00214434,0.000002907905,0.00001080721,0.00008281705,0.00002614779,0.9938029,0.003014226,0.0006239985,0.0001260919,0.000003953433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563425,0.00003807275,0.04073374,0.00004855672,0.000008379505,0.00001858752,0.00003434843,0.0002010151,0.002574774],"genre_scores_gemma":[0.9986702,0.00001306594,0.001017844,0.000003023555,0.000001020955,0.000003911853,0.00001429387,0.000005194645,0.0002713561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001323122,"threshold_uncertainty_score":0.002659678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}