{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"f4383cd7c24a","filters":{"venue":"IEEE Open Journal of the Industrial Electronics Society"}},"results":[{"id":"W3158918756","doi":"10.1109/ojies.2021.3076807","title":"Advanced Control of Switched Reluctance Motors (SRMs): A Review on Current Regulation, Torque Control and Vibration Suppression","year":2021,"lang":"en","type":"review","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":196,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Switched reluctance motor; Control theory (sociology); Torque; Direct torque control; Control (management); Current (fluid); Computer science; Engineering; Physics; Electrical engineering; Induction motor; Artificial intelligence; Voltage","authors":[{"name":"Gaoliang Fang","is_ca":true},{"name":"Filipe Pinarello Scalcon","is_ca":false},{"name":"Dianxun Xiao","is_ca":true},{"name":"Rodrigo Padilha Vieira","is_ca":false},{"name":"H.A. Gründling","is_ca":false},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03289758800660541,"gpt":0.2985599446559629,"spread":0.2656623566493574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004878982,0.001253246,0.001274085,0.002179864,0.0002400155,0.000875373,0.0009750549,0.001295025,0.003071932],"category_scores_gemma":[0.0007616183,0.0005556155,0.0007074646,0.002250911,0.0004044498,0.001773524,0.0005660048,0.001207417,0.001810391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003549015,"about_ca_system_score_gemma":0.0006824011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007620786,"about_ca_topic_score_gemma":0.0007728828,"domain_scores_codex":[0.9996302,0.00003506542,0.0000572586,0.00008286449,0.0001692041,0.00002538723],"domain_scores_gemma":[0.9995077,0.0002220395,0.0000658007,0.00001927381,0.0001623286,0.00002295355],"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":[0.00007777327,0.0001155812,0.0001575161,0.02583208,0.00009520262,0.0001430626,0.00008832319,0.002642663,0.007915217,0.006900767,0.01346412,0.9425676],"study_design_scores_gemma":[0.00001756642,0.000417445,0.0008829736,0.003970103,0.0001928964,0.001006986,0.00008167289,0.00213262,0.003808694,0.002803938,0.9846166,0.00006832543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000385761,0.9934934,0.003417384,0.000143384,0.0003241709,0.00001130912,0.00002297974,0.0000322385,0.002169462],"genre_scores_gemma":[0.004187145,0.9903491,0.002919347,0.0001564492,0.0004652714,0.00002024654,0.00007673886,0.00001072394,0.001815035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003071932,"threshold_uncertainty_score":0.01027662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166525747","doi":"10.1109/ojies.2021.3087418","title":"Performance Evaluation of Modulation Techniques in Single-Phase Dual Active Bridge Converters","year":2021,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Advanced DC-DC Converters","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":"McMaster University","funders":"","keywords":"Converters; Modulation (music); Electronic engineering; Power (physics); Dual (grammatical number); Computer science; Voltage; Control theory (sociology); Engineering; Electrical engineering; Physics","authors":[{"name":"Negar Noroozi","is_ca":true},{"name":"Ali Emadi","is_ca":true},{"name":"Mehdi Narimani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07554981037246586,"gpt":0.3154910309335312,"spread":0.2399412205610653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000696029,0.0005700516,0.0004775984,0.00075528,0.0002272303,0.0007584362,0.0004654786,0.0003513862,0.0011365],"category_scores_gemma":[0.001137321,0.0001347073,0.0003638233,0.0007971054,0.0001720829,0.0006302464,0.0002499819,0.0002519702,0.0002458346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332669,"about_ca_system_score_gemma":0.000173916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002544005,"about_ca_topic_score_gemma":0.0002927916,"domain_scores_codex":[0.9995245,0.0001137447,0.00003197945,0.00003994943,0.000254877,0.0000350444],"domain_scores_gemma":[0.9996502,0.0001585259,0.00005200459,0.00003163257,0.00009789837,0.000009675491],"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":[0.001295058,0.0004957078,0.004786505,0.001239255,0.000168416,0.0002197866,0.0001991801,0.3125996,0.1475803,0.00738312,0.0007209859,0.5233121],"study_design_scores_gemma":[0.00009327121,0.001909462,0.005508691,0.0001008706,0.0001198502,0.0003979911,0.0001129456,0.8513606,0.1334711,0.002806252,0.004082259,0.00003678344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6062691,0.004316803,0.364339,0.00017087,0.00007226574,0.0001383246,0.0001094527,0.0004976846,0.02408646],"genre_scores_gemma":[0.9762398,0.0004979042,0.02233297,0.00001020167,0.000007168378,0.00002698065,0.00003927526,0.00002938984,0.0008162771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0011365,"threshold_uncertainty_score":0.003802001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049283856","doi":"10.1109/ojies.2020.3016242","title":"Electromagnetic Modeling Techniques for Switched Reluctance Machines: State-of-the-Art Review","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Switched reluctance motor; Interpolation (computer graphics); Finite element method; Computer science; Computational electromagnetics; Simple (philosophy); Boundary element method; Control engineering; Electromagnetic field; Mechanical engineering; Engineering; Rotor (electric); Artificial intelligence; Physics","authors":[{"name":"Gayan Watthewaduge","is_ca":true},{"name":"Ehab Sayed","is_ca":true},{"name":"Ali Emadi","is_ca":true},{"name":"Berker Bilgin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.037848689771941,"gpt":0.2614872397947925,"spread":0.2236385500228515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008216418,0.001495744,0.00143503,0.002761777,0.0002552319,0.001222785,0.001635621,0.001259145,0.003466572],"category_scores_gemma":[0.001277992,0.0006838171,0.001150029,0.003546751,0.0006008914,0.003028733,0.0005736675,0.0009841397,0.002425435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158349,"about_ca_system_score_gemma":0.0005570875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006406381,"about_ca_topic_score_gemma":0.0005100573,"domain_scores_codex":[0.9995227,0.00009102144,0.00006155525,0.00009067679,0.0002131952,0.00002080383],"domain_scores_gemma":[0.9991345,0.000433325,0.0001054367,0.00005628831,0.0002515681,0.00001902162],"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":[0.00007542164,0.00009727798,0.0004866326,0.01173609,0.0001275565,0.0002084262,0.0001768366,0.03048019,0.009090094,0.02703257,0.01366045,0.9068284],"study_design_scores_gemma":[0.00002736723,0.0002320188,0.001155904,0.00366768,0.0002834969,0.002378134,0.0002016283,0.1108837,0.01169192,0.02493692,0.8444024,0.0001388805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002753944,0.7750582,0.2079219,0.0006722403,0.0008582347,0.0000507414,0.0001271949,0.0006075323,0.01194998],"genre_scores_gemma":[0.04114464,0.8811969,0.06882035,0.000263092,0.00120796,0.00007580694,0.0004452036,0.0001698399,0.006676293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003466572,"threshold_uncertainty_score":0.01159686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209535014","doi":"10.1109/ojies.2021.3124732","title":"Design Optimization Methodology for Planar Transformers for More Electric Aircraft","year":2021,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Mitacs","keywords":"Transformer; Electromagnetic coil; Converters; Electronic engineering; Flyback transformer; Forward converter; Flyback converter; Inductance; Transformer types; Capacitance; Energy efficient transformer; Engineering; Electrical engineering; Topology (electrical circuits); Boost converter; Voltage; Physics","authors":[{"name":"Mohamed I. Hassan","is_ca":true},{"name":"Niloufar Keshmiri","is_ca":true},{"name":"Alan Dorneles Callegaro","is_ca":true},{"name":"Mario F. Cruz","is_ca":false},{"name":"Mehdi Narimani","is_ca":true},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1089636712596995,"gpt":0.3143890877984503,"spread":0.2054254165387508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005319227,0.0009714659,0.0005236149,0.0005213164,0.0002286847,0.0007295287,0.0005422421,0.0004785237,0.004835648],"category_scores_gemma":[0.0007042281,0.0004146346,0.0007669851,0.0005359664,0.0003066428,0.0004548921,0.0004356027,0.0006222877,0.001067615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005360577,"about_ca_system_score_gemma":0.0009117011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131633,"about_ca_topic_score_gemma":0.002240078,"domain_scores_codex":[0.9997756,0.00005635467,0.000007726436,0.00002848082,0.0001096311,0.00002218504],"domain_scores_gemma":[0.9998409,0.00006398821,0.00002683728,0.00001156021,0.00005224349,0.000004492472],"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":[0.00002795303,0.00003156773,0.0002705847,0.0002461783,0.00003871815,0.00007079104,0.00005872491,0.899783,0.01381982,0.01928769,0.001359523,0.06500534],"study_design_scores_gemma":[0.00001506232,0.00008005815,0.0001264843,0.0000239932,0.00001943826,0.00004547065,0.00003171673,0.9811215,0.003374835,0.006418074,0.008735683,0.000007608016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00338814,0.0001872014,0.9911786,0.00004982228,0.00001662848,0.00004678371,0.00003237425,0.0001570251,0.004943447],"genre_scores_gemma":[0.2427843,0.0009338218,0.7463593,0.0001088675,0.000041206,0.000459352,0.0002380863,0.0002653325,0.008809756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004835648,"threshold_uncertainty_score":0.01617682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312576598","doi":"10.1109/ojies.2022.3215772","title":"Design and Control Methodology of a Three-Port Resonant Converter for Electric Vehicles","year":2022,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Mitacs","keywords":"Converters; Controller (irrigation); Port (circuit theory); Voltage; Control theory (sociology); Engineering; Power (physics); Resonant inverter; Resonant converter; State space; Steady state (chemistry); Electronic engineering; Control (management); Electrical engineering; Computer science; Physics; Mathematics","authors":[{"name":"Niloufar Keshmiri","is_ca":true},{"name":"Guvanthi Abeysinghe Mudiyanselage","is_ca":true},{"name":"Sreejith Chakkalakkal","is_ca":true},{"name":"Kyle Kozielski","is_ca":true},{"name":"Giorgio Pietrini","is_ca":true},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08867753487038228,"gpt":0.2859949710308888,"spread":0.1973174361605066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003609949,0.0004150502,0.000395561,0.0002818319,0.0003641246,0.0007924594,0.0008742103,0.0003797135,0.002879553],"category_scores_gemma":[0.0002309018,0.0002423017,0.000444299,0.0002110707,0.0003771431,0.000320145,0.0004117511,0.0006562952,0.0006527798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670636,"about_ca_system_score_gemma":0.0007235152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451784,"about_ca_topic_score_gemma":0.001398979,"domain_scores_codex":[0.9998354,0.00002287416,0.000009298195,0.00003718679,0.00008260895,0.00001268634],"domain_scores_gemma":[0.9999335,0.00001114678,0.00001000856,0.000007473205,0.00003378473,0.000004187868],"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":[0.00009320162,0.0001591507,0.0006986843,0.0007446781,0.00008181486,0.000632783,0.0003195397,0.4667962,0.218964,0.1158456,0.002948067,0.1927164],"study_design_scores_gemma":[0.00003386344,0.0002260603,0.0003222238,0.00003509215,0.00003261575,0.0002883302,0.0000440006,0.9543105,0.02067269,0.006518926,0.01748904,0.0000267224],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003450709,0.000131965,0.9896857,0.00006008428,0.0000410957,0.0001027774,0.00001752201,0.0002347146,0.006275421],"genre_scores_gemma":[0.6096046,0.0007174209,0.3774107,0.0001074338,0.00005939862,0.0006425785,0.00009544375,0.00008698743,0.0112755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002879553,"threshold_uncertainty_score":0.009633064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127613757","doi":"10.1109/ojies.2021.3058196","title":"Comparison of Isolated Bidirectional DC/DC Converters Using WBG Devices for More Electric Aircraft","year":2021,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"EMI; Converters; Electromagnetic interference; Power density; Electronic engineering; Transformer; Electrical engineering; Network topology; Materials science; Power (physics); Computer science; Engineering; Voltage; Physics","authors":[{"name":"Niloufar Keshmiri","is_ca":true},{"name":"Mohamed I. Hassan","is_ca":true},{"name":"Romina Rodriguez","is_ca":true},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06156968949045216,"gpt":0.3269151292977104,"spread":0.2653454398072582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002379184,0.0004108701,0.0004607346,0.0004228117,0.0002173593,0.000830992,0.0004986759,0.0002964595,0.004337676],"category_scores_gemma":[0.0003069935,0.00009727241,0.0004339766,0.0004521109,0.000145056,0.0005523841,0.0001894145,0.000335723,0.0006690481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308251,"about_ca_system_score_gemma":0.0002065455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005414067,"about_ca_topic_score_gemma":0.001201292,"domain_scores_codex":[0.9998413,0.00002585556,0.00001318554,0.00002559921,0.00007076944,0.00002309998],"domain_scores_gemma":[0.9998314,0.00005657673,0.00001724593,0.00002497248,0.00005764102,0.00001198479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004419859,0.0008317062,0.007078975,0.002923617,0.0004821412,0.0009811771,0.0004121157,0.1196314,0.5439355,0.01588857,0.003036912,0.3003779],"study_design_scores_gemma":[0.0004146395,0.004643911,0.01924494,0.0004241541,0.0008172398,0.001639373,0.000837966,0.3483653,0.5779119,0.005370149,0.04025481,0.00007553292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771603,0.002976403,0.07244191,0.0001319441,0.0001308555,0.0001699977,0.0003485901,0.0002812496,0.04635891],"genre_scores_gemma":[0.9903818,0.0006816593,0.006036877,0.00002286804,0.00001015299,0.00003496676,0.0001471688,0.00002580669,0.002658802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004337676,"threshold_uncertainty_score":0.01451093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381327750","doi":"10.1109/ojies.2023.3287943","title":"Assessing the Effectiveness of Channel Hopping in IEEE 802.15.4 TSCH Networks","year":2023,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Computer network; Computer science; Channel (broadcasting); Network packet; IEEE 802.11; Frequency-hopping spread spectrum; Latency (audio); IEEE 802.15; Interference (communication); Wireless; Transmission (telecommunications); Wireless network; Power consumption; Data transmission; Wireless sensor network; Power (physics); Telecommunications","authors":[{"name":"Gianluca Cena","is_ca":false},{"name":"Stefano Scanzio","is_ca":false},{"name":"Mohammad Ghazi Vakili","is_ca":true},{"name":"Claudio Giovanni Demartini","is_ca":false},{"name":"Adriano Valenzano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07484934016008951,"gpt":0.341688215400802,"spread":0.2668388752407125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002650394,0.0006563541,0.0003688589,0.001104652,0.0005292047,0.0006499856,0.0006856397,0.0008124754,0.0005392851],"category_scores_gemma":[0.01004972,0.000203851,0.0001934875,0.0005857518,0.001085717,0.001312461,0.0008129482,0.0004612542,0.00008385582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005684494,"about_ca_system_score_gemma":0.000425199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798935,"about_ca_topic_score_gemma":0.001691148,"domain_scores_codex":[0.9977943,0.0007450301,0.0001370553,0.0002177359,0.0007808965,0.0003251023],"domain_scores_gemma":[0.9899492,0.007296837,0.0009663185,0.0006848344,0.0008180878,0.0002847299],"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":[0.002662182,0.001248668,0.0290848,0.0008400445,0.0002430032,0.0005715732,0.0005572191,0.7774884,0.09094644,0.003573231,0.0008328259,0.09195165],"study_design_scores_gemma":[0.0001017135,0.01019601,0.03703671,0.0001161749,0.0002259417,0.0006752898,0.000924882,0.847196,0.09938264,0.002757702,0.00128009,0.000106842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872935,0.0004426354,0.009986655,0.00009159272,0.00004735567,0.00006474877,0.00008866285,0.000124473,0.001860378],"genre_scores_gemma":[0.9979042,0.0001011413,0.001783335,0.00001296904,0.000007485051,0.00001978878,0.0000375172,0.000005956754,0.0001276671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002650394,"threshold_uncertainty_score":0.01401681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205804444","doi":"10.1109/ojies.2021.3138610","title":"Radial Force Density Calculation of Switched Reluctance Machines Using Reluctance Mesh-Based Magnetic Equivalent Circuit","year":2021,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Harmonics; Magnetic reluctance; Finite element method; Stator; Vibration; Switched reluctance motor; Noise (video); Waveform; Reluctance motor; Fourier series; Force density; Magnetic field; Acoustics; Physics; Engineering; Mechanics; Rotor (electric); Mathematical analysis; Structural engineering; Magnet; Computer science; Mathematics; Mechanical engineering; Electrical engineering; Voltage","authors":[{"name":"Gayan Watthewaduge","is_ca":true},{"name":"Berker Bilgin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0430686380623553,"gpt":0.2593782480693609,"spread":0.2163096100070056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002094543,0.0004609718,0.0003770188,0.0004450519,0.0001711214,0.0003483885,0.0006185265,0.0005294341,0.001978697],"category_scores_gemma":[0.0007414632,0.0001990804,0.0004037701,0.0002195837,0.0001654839,0.0007899733,0.0001721005,0.0002661255,0.0003819356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207239,"about_ca_system_score_gemma":0.0002595311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003188,"about_ca_topic_score_gemma":0.001775302,"domain_scores_codex":[0.9998525,0.00003070786,0.00000779293,0.00001508855,0.00008708085,0.00000671384],"domain_scores_gemma":[0.9998047,0.0000837568,0.00002105343,0.00002109858,0.00006512376,0.000004314599],"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":[0.0001150702,0.00008118666,0.001345915,0.0004146484,0.0000515766,0.0003488047,0.0001613172,0.7680965,0.06012054,0.02713031,0.001930765,0.1402033],"study_design_scores_gemma":[0.000005766535,0.00002449566,0.0001930535,0.000006917032,0.000005234591,0.00004887677,0.0000102889,0.9928458,0.004022243,0.001068961,0.001763633,0.000004650843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02411395,0.0001920066,0.9690142,0.00006153146,0.00003380216,0.00003903821,0.00005785828,0.0008112766,0.00567629],"genre_scores_gemma":[0.8431554,0.000316773,0.1509818,0.00003695393,0.00002041549,0.00009014302,0.0001695608,0.0001548419,0.005074019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002003188,"threshold_uncertainty_score":0.006619394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3106879829","doi":"10.1109/ojies.2020.3036731","title":"Comprehensive Real-Time Hardware-In-the-Loop Transient Emulation of MVDC Power Distribution System on Nuclear Submarine","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":10,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Emulation; Submarine; Transient (computer programming); Engineering; Hardware-in-the-loop simulation; Propulsion; Power (physics); Embedded system; Nuclear power; Electrical engineering; Computer science; Aerospace engineering; Marine engineering","authors":[{"name":"Weiran Chen","is_ca":true},{"name":"Tian Liang","is_ca":true},{"name":"Venkata Dinavahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02809654948804095,"gpt":0.2378560957428208,"spread":0.2097595462547799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496812,0.0004330823,0.0003149273,0.0002043001,0.00018739,0.0002583853,0.0003111651,0.0002382512,0.002062218],"category_scores_gemma":[0.0003126325,0.00008874958,0.0001898805,0.0001521321,0.0002142535,0.0002827863,0.0001833091,0.0002691151,0.0001835485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664565,"about_ca_system_score_gemma":0.0002516053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193128,"about_ca_topic_score_gemma":0.00146321,"domain_scores_codex":[0.9999132,0.00001862568,0.000004544968,0.00001611755,0.00003385106,0.00001359851],"domain_scores_gemma":[0.9998691,0.00005027724,0.0000144975,0.00002136409,0.00003490439,0.00000979473],"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":[0.0004152788,0.0001145187,0.004057261,0.0002449115,0.00004822469,0.0004729208,0.000308168,0.8964342,0.05605325,0.002242563,0.001039988,0.03856875],"study_design_scores_gemma":[0.00003532528,0.000264731,0.002801557,0.00001471469,0.00001646047,0.00009193693,0.00006158436,0.9564518,0.03837787,0.0003091621,0.001561658,0.00001321513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8023675,0.0001105017,0.184803,0.00009060212,0.00003775803,0.00008939896,0.0002795826,0.002450507,0.009771075],"genre_scores_gemma":[0.9952721,0.00002548247,0.003894388,0.000005887039,0.00000125699,0.00001577614,0.00006855365,0.00003001784,0.0006866184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002193128,"threshold_uncertainty_score":0.00689888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402208517","doi":"10.1109/ojies.2024.3454010","title":"Real-Time Cyber-Physical Digital Twin for Low Earth Orbit Satellite Constellation Network Enhanced Wide-Area Power Grid","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":9,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Constellation; Satellite constellation; Low earth orbit; Satellite; Computer science; Power grid; Grid; Digital Earth; Power (physics); Remote sensing; Geodesy; Geography; Astronomy; Physics","authors":[{"name":"Tianshi Cheng","is_ca":true},{"name":"Tong Duan","is_ca":false},{"name":"Venkata Dinavahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01794870121308886,"gpt":0.2432642146556652,"spread":0.2253155134425763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006307674,0.0004458272,0.0003548309,0.0002925399,0.0003710703,0.001041625,0.001018605,0.0004030469,0.004448557],"category_scores_gemma":[0.001225773,0.0002256479,0.0005008288,0.0002968979,0.0006043147,0.001487326,0.001052139,0.001076994,0.0005660882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000605006,"about_ca_system_score_gemma":0.0009473455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344003,"about_ca_topic_score_gemma":0.002648444,"domain_scores_codex":[0.9997432,0.00008038509,0.00001342069,0.00003551114,0.00009886574,0.00002859091],"domain_scores_gemma":[0.9996763,0.00007165844,0.00002009108,0.0001092871,0.00007837274,0.00004422215],"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":[0.0002334578,0.00009662942,0.003077348,0.0001611261,0.00007585659,0.000230787,0.0002050557,0.7962534,0.009886312,0.1199319,0.0054514,0.0643968],"study_design_scores_gemma":[0.00001549798,0.0000385741,0.0001690925,0.000007794451,0.00001085246,0.00003040577,0.00002009406,0.980374,0.002827266,0.007476426,0.00902374,0.000006237191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03383211,0.0001990534,0.9484627,0.0002303737,0.0001679,0.00009334258,0.0001879674,0.002217081,0.01460954],"genre_scores_gemma":[0.6896144,0.0003829019,0.3006568,0.0001400361,0.00004826567,0.0002135161,0.0006516732,0.0004534265,0.007839082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004448557,"threshold_uncertainty_score":0.01488191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091472546","doi":"10.1109/ojies.2020.3028059","title":"Dynamic Vector Modeling of Three-Phase Mutually Coupled Switched Reluctance Machines with Single dq-Quadrant Look-up Tables","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quadrant (abdomen); Finite element method; Harmonics; Sine; Reference frame; Lookup table; Trigonometric functions; Control theory (sociology); Computer science; Mathematics; Geometry; Engineering; Frame (networking); Voltage; Structural engineering; Electrical engineering; Telecommunications","authors":[{"name":"Peter Azer","is_ca":true},{"name":"Shamsuddeen Nalakath","is_ca":true},{"name":"Brock Howey","is_ca":true},{"name":"Berker Bilgin","is_ca":true},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0372716485407903,"gpt":0.2481623233129116,"spread":0.2108906747721213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000344738,0.00076513,0.0006046906,0.0004365586,0.0002700102,0.0007347168,0.0008273984,0.0006512217,0.00264234],"category_scores_gemma":[0.0003850901,0.0004295207,0.0007810143,0.0003132023,0.0002830124,0.0007317732,0.0003144982,0.0003504084,0.0005801318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530111,"about_ca_system_score_gemma":0.0004434604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229075,"about_ca_topic_score_gemma":0.002091493,"domain_scores_codex":[0.9997905,0.00007180098,0.00001336392,0.00003374545,0.00007721994,0.00001334486],"domain_scores_gemma":[0.9998599,0.00004724003,0.00003566001,0.00001386138,0.00003701684,0.000006258988],"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":[0.0000489699,0.0000237715,0.0003171929,0.0001099149,0.00003371071,0.000131,0.00008355242,0.9527593,0.01071303,0.009482589,0.0004498633,0.0258471],"study_design_scores_gemma":[0.000003754965,0.00002553788,0.00007360856,0.000004827075,0.000006581891,0.00002687127,0.000006695041,0.9970311,0.0007251067,0.0008226235,0.001268649,0.000004739149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01676607,0.0001878807,0.976927,0.0000583106,0.0000344031,0.00005148102,0.00007218261,0.0004956441,0.005406978],"genre_scores_gemma":[0.8572428,0.0005327995,0.1321843,0.00005763465,0.00003346398,0.0002432944,0.0002404192,0.0001303845,0.009334945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00264234,"threshold_uncertainty_score":0.008839488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088172935","doi":"10.1109/ojies.2020.3025927","title":"Heterogeneous Real-Time Co-Emulation for Communication-Enabled Global Control of AC/DC Grid Integrated With Renewable Energy","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":6,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Embedded system; Field-programmable gate array; Emulation","authors":[{"name":"Tong Duan","is_ca":true},{"name":"Tianshi Cheng","is_ca":true},{"name":"Venkata Dinavahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02339739608195196,"gpt":0.246367417329401,"spread":0.2229700212474491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000189094,0.0003196659,0.000215159,0.00017053,0.0001705003,0.0003497646,0.0003395893,0.0001667068,0.001494351],"category_scores_gemma":[0.0003141284,0.00006918323,0.0001909253,0.0001615968,0.00018854,0.0004608879,0.0002859574,0.0002673652,0.0001471089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250913,"about_ca_system_score_gemma":0.0002767758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348507,"about_ca_topic_score_gemma":0.001270853,"domain_scores_codex":[0.9998901,0.00003171717,0.000004429528,0.00001804766,0.00004076136,0.00001490106],"domain_scores_gemma":[0.999909,0.00002368642,0.000012458,0.0000246552,0.00002300689,0.000007043874],"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":[0.0001725412,0.00006428912,0.002204513,0.00008162823,0.00003851827,0.0001755504,0.0001014163,0.9070043,0.02162117,0.01110902,0.00105278,0.05637434],"study_design_scores_gemma":[0.000009104654,0.00005241805,0.0004194743,0.000004366411,0.000008866848,0.00002953911,0.00001540996,0.9885523,0.008568982,0.0007316696,0.001603781,0.000004154429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1523819,0.0002783412,0.8324666,0.00008819447,0.00007504386,0.00006694109,0.00005509082,0.001085923,0.01350198],"genre_scores_gemma":[0.9786407,0.00006672037,0.02008994,0.0000169992,0.00000636373,0.00003041548,0.00003514767,0.00004105528,0.001072572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001494351,"threshold_uncertainty_score":0.004999101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312296743","doi":"10.1109/ojies.2022.3220248","title":"Real-Time Nonlinear Behavioral Electrothermal Device-Level Emulation of IGBT on Heterogeneous Adaptive Compute Acceleration Platform","year":2022,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":4,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Insulated-gate bipolar transistor; Emulation; Computer science; Speedup; Nonlinear system; MATLAB; Behavioral modeling; Hardware acceleration; Electronic engineering; Embedded system; Field-programmable gate array; Artificial intelligence; Electrical engineering; Engineering; Parallel computing; Voltage","authors":[{"name":"Bingrong Shang","is_ca":true},{"name":"Tianshi Cheng","is_ca":true},{"name":"Tian Liang","is_ca":true},{"name":"Ning Lin","is_ca":true},{"name":"Venkata Dinavahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.114919453245243,"gpt":0.294898701546364,"spread":0.179979248301121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000137092,0.0004273853,0.0002190885,0.000143245,0.0001253835,0.0003128212,0.0005445749,0.0002141698,0.003218041],"category_scores_gemma":[0.0002733328,0.000089295,0.0002010199,0.0001334971,0.0001600421,0.0002951543,0.0001737052,0.0003139311,0.0003176741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552477,"about_ca_system_score_gemma":0.0003510189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256859,"about_ca_topic_score_gemma":0.002090955,"domain_scores_codex":[0.999938,0.00001247839,0.000002202696,0.000009860263,0.00002876595,0.000008737826],"domain_scores_gemma":[0.999917,0.00002963194,0.000009067351,0.00001857045,0.00002020574,0.000005418148],"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":[0.0001475226,0.00008204899,0.002028699,0.0001552122,0.0000323497,0.000159613,0.0001313259,0.9268616,0.04008122,0.002931879,0.001234184,0.02615448],"study_design_scores_gemma":[0.000008189362,0.00004787409,0.0004641537,0.000004086897,0.00000551737,0.00001773629,0.00001307513,0.9860372,0.01206768,0.000308599,0.001022431,0.00000345996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5293292,0.0001426109,0.4447786,0.0001898098,0.000066794,0.000146188,0.0005338184,0.004580392,0.02023241],"genre_scores_gemma":[0.9814503,0.00004560556,0.01567706,0.00001623222,0.000003333716,0.00005557645,0.0001526629,0.0001026785,0.002496599],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003218041,"threshold_uncertainty_score":0.01076549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235110820","doi":"10.1109/ojies.2019.2940301","title":"IEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY","year":2020,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Industrial Automation and Control Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Electronics; Business; Engineering; Electrical engineering","authors":[{"name":"Leopoldo G. Franquelo","is_ca":true},{"name":"Peter Tuohy","is_ca":true},{"name":"Jeffrey Cichocki","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Julie Cozin","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Sophia Muirhead","is_ca":true},{"name":"Cherif Amirat","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Geographic Activities","is_ca":true},{"name":"Michael Förster","is_ca":true},{"name":"Konstantinos Karachalios","is_ca":true},{"name":"Standards Association","is_ca":true},{"name":"Mary Ward-Callan","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Toshio Fukuda","is_ca":true},{"name":"Susan Kathy","is_ca":true},{"name":"Land","is_ca":true},{"name":"Kathleen Kramer","is_ca":true},{"name":"Joseph Lillie","is_ca":true},{"name":"José M. F. Moura","is_ca":true},{"name":"Stephen Phillips","is_ca":true},{"name":"Keka Sarkar","is_ca":true},{"name":"Kukjin Chun","is_ca":true},{"name":"Robert Fish","is_ca":true},{"name":"Kazuhiro Kosuge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06499779601097673,"gpt":0.2569738925370194,"spread":0.1919760965260426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002270913,0.0006541045,0.00061664,0.002365624,0.0009490236,0.004714719,0.0006630347,0.00176726,0.1016912],"category_scores_gemma":[0.002942975,0.0003071112,0.0004659416,0.001949856,0.001250318,0.002104264,0.002133834,0.002066255,0.04628918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008397147,"about_ca_system_score_gemma":0.00191387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008834078,"about_ca_topic_score_gemma":0.001466368,"domain_scores_codex":[0.9987724,0.0001622954,0.00009136154,0.000225053,0.0006519767,0.00009684422],"domain_scores_gemma":[0.9949792,0.0007586529,0.0002788024,0.000532304,0.002755092,0.0006958339],"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":[0.000120199,0.0002248178,0.002005098,0.00049037,0.00005903863,0.0003408116,0.0001511853,0.000651941,0.006181107,0.04338016,0.3919181,0.5544772],"study_design_scores_gemma":[0.000009518098,0.00007208992,0.001817591,0.0001870364,0.00002137524,0.0003795137,0.00009355724,0.0009165546,0.00098314,0.007433413,0.9880759,0.00001042125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00866483,0.0425048,0.03929717,0.02122878,0.03025795,0.0001458409,0.0009614238,0.001329348,0.8556099],"genre_scores_gemma":[0.06581991,0.02476169,0.01026649,0.003141667,0.01358241,0.0001110782,0.001924387,0.0004030454,0.8799894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8983088,"threshold_uncertainty_score":0.340191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405520527","doi":"10.1109/ojies.2024.3519196","title":"Numerical Recursive Aggregation of VSC-Based Systems Using Impedance Modeling for Stability Analysis","year":2024,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Stability (learning theory); Electrical impedance; Computer science; Control theory (sociology); Mathematics; Engineering; Control (management); Artificial intelligence; Machine learning","authors":[{"name":"Taleb Vahabzadeh","is_ca":false},{"name":"Seyyedmilad Ebrahimi","is_ca":false},{"name":"Juri Jatskevich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08271003925994098,"gpt":0.3035274604257831,"spread":0.2208174211658421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003287911,0.0005899157,0.0005399715,0.0003363791,0.000395823,0.0005774428,0.0003972296,0.0004866639,0.00148284],"category_scores_gemma":[0.0008826661,0.0002480264,0.0005017734,0.0004879539,0.0003776271,0.000622684,0.0005735229,0.0007000914,0.0003505153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005474493,"about_ca_system_score_gemma":0.0005434363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005493449,"about_ca_topic_score_gemma":0.005281031,"domain_scores_codex":[0.9998124,0.00006626177,0.00001076655,0.00002334095,0.00007022746,0.00001712713],"domain_scores_gemma":[0.9997523,0.0001223199,0.00003844219,0.00003679068,0.00004046925,0.000009469394],"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":[0.00001418958,0.00001230063,0.000304027,0.00002219034,0.00001005281,0.00004299512,0.00005247975,0.9737679,0.004057735,0.006966263,0.0002421588,0.01450771],"study_design_scores_gemma":[5.855759e-7,0.00000250603,0.00001944059,7.355527e-7,7.696634e-7,0.000002492523,0.000001797807,0.9991964,0.0001836216,0.0004670554,0.0001239228,7.395225e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01262653,0.00005826269,0.9851377,0.0000350408,0.00001226002,0.000021372,0.0000176266,0.0003243161,0.001766975],"genre_scores_gemma":[0.7474111,0.0002115679,0.2488353,0.00003571577,0.00002833621,0.000158493,0.0001084161,0.0001407138,0.00307034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005493449,"threshold_uncertainty_score":0.01092297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116912406","doi":"10.1109/ojies.2025.3647661","title":"A Review of Current Control Strategies for Switched Reluctance Motor Drives: Performance Evaluation Across a Wide Speed Range","year":2025,"lang":"","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island; McMaster University","funders":"","keywords":"Switched reluctance motor; Current (fluid); Range (aeronautics); Control (management); Electronic speed control; Control theory (sociology)","authors":[{"name":"Xudong Wang","is_ca":true},{"name":"Yasaman Niazi","is_ca":true},{"name":"Sadra Tavakolian","is_ca":true},{"name":"Azadeh Gholaminejad","is_ca":true},{"name":"Gaoliang Fang","is_ca":true},{"name":"Sumedh Bhaskarrao Dhale","is_ca":false},{"name":"Diego F. Valencia","is_ca":true},{"name":"Babak Nahid‐Mobarakeh","is_ca":true},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05601924780064906,"gpt":0.3420903971880703,"spread":0.2860711493874213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006685666,0.001234197,0.00141138,0.001911843,0.0003024225,0.001152508,0.001313536,0.001086491,0.002478558],"category_scores_gemma":[0.001206093,0.0005264728,0.0006829447,0.002088089,0.0003149954,0.00193278,0.000381595,0.0006824792,0.001261991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230409,"about_ca_system_score_gemma":0.0006152264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008410211,"about_ca_topic_score_gemma":0.0007774237,"domain_scores_codex":[0.9994513,0.00005018807,0.000105139,0.000128131,0.0002419139,0.00002343037],"domain_scores_gemma":[0.9992889,0.0002833269,0.00007977486,0.00002789433,0.000301249,0.00001879948],"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":[0.0001530718,0.0001092849,0.000300463,0.03039729,0.0001832807,0.0001508349,0.0001541137,0.008793185,0.01615508,0.005732619,0.007803665,0.9300671],"study_design_scores_gemma":[0.00006489884,0.002337507,0.003570901,0.01003133,0.0009983085,0.002119939,0.0003467974,0.04434133,0.03089941,0.005999965,0.8990246,0.0002650603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004063783,0.9493335,0.03894819,0.0002150522,0.0004551249,0.00006858134,0.0001046216,0.0002072847,0.0066039],"genre_scores_gemma":[0.05046183,0.9119583,0.03001924,0.0003350847,0.0005941227,0.0001199239,0.000423784,0.00007156846,0.006016111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002478558,"threshold_uncertainty_score":0.008291662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3153267024","doi":"10.1109/ojies.2021.3074294","title":"Multi-Objective Hierarchical Optimization: A Design Framework for Grid-Connected Interleaved H-Bridges","year":2021,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Notation; Context (archaeology); Grid; Computer science; Power (physics); Algorithm; Mathematics; Topology (electrical circuits); Combinatorics; Arithmetic; Physics; Geometry","authors":[{"name":"Rama Krishna Naidu Vaddipalli","is_ca":true},{"name":"Luiz A. C. Lopes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07325059560024665,"gpt":0.2847098991450679,"spread":0.2114593035448212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054556,0.0008962303,0.0006036913,0.0004244379,0.0003172646,0.0007066948,0.001498599,0.0007090343,0.00317831],"category_scores_gemma":[0.0008035681,0.0004118214,0.0007978315,0.0004010166,0.0004691887,0.0006957554,0.0008703537,0.0009505919,0.0005025175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005865822,"about_ca_system_score_gemma":0.0008781479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002314349,"about_ca_topic_score_gemma":0.00296185,"domain_scores_codex":[0.999616,0.0001266068,0.00001822732,0.00005802755,0.0001454011,0.00003568651],"domain_scores_gemma":[0.99983,0.00005657454,0.00002757607,0.00001879177,0.00005299028,0.00001398666],"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":[0.00002073921,0.00002350163,0.0001420308,0.00007007384,0.00002353909,0.00004187386,0.00004423587,0.9462384,0.003136584,0.01996788,0.0005312878,0.02975992],"study_design_scores_gemma":[0.000005642929,0.00002395919,0.00003139791,0.000006362366,0.000004534402,0.000006957875,0.000006176557,0.9948981,0.0003241531,0.003574522,0.001114751,0.000003374814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001867443,0.0001000566,0.9960577,0.00003823619,0.000008890905,0.00002960748,0.00001464997,0.0001083857,0.001775002],"genre_scores_gemma":[0.3619604,0.0005105429,0.6324385,0.0001305403,0.00004547547,0.0005342765,0.0001403675,0.0001512755,0.004088738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00317831,"threshold_uncertainty_score":0.01063246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413553287","doi":"10.1109/ojies.2025.3602363","title":"GMPP Estimator as a Global Solution for MPPT Algorithms Under Partial Shading Conditions","year":2025,"lang":"en","type":"article","venue":"IEEE Open Journal of the Industrial Electronics Society","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Shading; Estimator; Mathematics; Computer science; Algorithm; Mathematical optimization; Applied mathematics; Statistics","authors":[{"name":"Reza Sangrody","is_ca":true},{"name":"Shamsodin Taheri","is_ca":true},{"name":"Ana-Maria Creţu","is_ca":true},{"name":"Edris Pouresmaeil","is_ca":false},{"name":"Hani Vahedi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07208998828905328,"gpt":0.3880696760607032,"spread":0.3159796877716499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000766483,0.000772423,0.0007684994,0.0005386152,0.0002434716,0.0006402645,0.000722822,0.001210459,0.00124723],"category_scores_gemma":[0.002053416,0.0003084315,0.0004877574,0.0004283164,0.0004164625,0.0005907656,0.0006670541,0.0009202185,0.0003065857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340794,"about_ca_system_score_gemma":0.0006136239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009336967,"about_ca_topic_score_gemma":0.0009315911,"domain_scores_codex":[0.999752,0.00009491167,0.0000107832,0.00005225215,0.00006497138,0.0000252249],"domain_scores_gemma":[0.9995304,0.0002792499,0.00006078969,0.00003241535,0.00008093184,0.00001624544],"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":[0.00003306179,0.0000238659,0.0003600736,0.00007305646,0.00003394931,0.00003442269,0.00004154141,0.9393467,0.002996159,0.007993355,0.0007329371,0.04833095],"study_design_scores_gemma":[0.000006226069,0.00002145646,0.00006488876,0.000007149737,0.000004766659,0.00001425698,0.000005586513,0.9968802,0.0004563137,0.002059693,0.0004769991,0.000002446126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00608537,0.000141264,0.9923509,0.00006742455,0.00001681398,0.00002325402,0.00001576723,0.0001356473,0.001163668],"genre_scores_gemma":[0.4356576,0.0003146484,0.560151,0.0001625048,0.00007839385,0.0003063807,0.0001613911,0.0001394862,0.003028631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00124723,"threshold_uncertainty_score":0.004172385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}