{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1789,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":1789,"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":"c867e9824660","filters":{"topic":"Advanced DC-DC Converters"}},"results":[{"id":"W2959818615","doi":"10.1109/tpel.2019.2927930","title":"Overview and Comparison of Modulation and Control Strategies for a Nonresonant Single-Phase Dual-Active-Bridge DC–DC Converter","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":527,"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":"Forward converter; Modulation (music); Electronic engineering; Flyback converter; Converters; Ćuk converter; Power (physics); Boost converter; Computer science; Control theory (sociology); Transient (computer programming); Pulse-width modulation; Engineering; Electrical engineering; Control (management); Voltage; Physics","authors":[{"name":"Nie Hou","is_ca":true},{"name":"Yunwei Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02079412034635741,"gpt":0.2816611019242624,"spread":0.260866981577905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004191591,0.0006284856,0.0006271229,0.001375671,0.0002373276,0.001199295,0.0008350855,0.0006550652,0.003619903],"category_scores_gemma":[0.0003467876,0.000343968,0.0004948789,0.001236334,0.0001949506,0.001135372,0.0003141937,0.0007549084,0.001419859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844335,"about_ca_system_score_gemma":0.000461576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005011571,"about_ca_topic_score_gemma":0.000530163,"domain_scores_codex":[0.9996161,0.00004244022,0.00005126831,0.00007666844,0.0001990641,0.00001429722],"domain_scores_gemma":[0.9998529,0.00004222836,0.0000172228,0.00001457301,0.00006671936,0.00000639992],"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":[0.0001572505,0.0001353187,0.0002544786,0.006609856,0.00009972996,0.0001884955,0.0001283708,0.01548031,0.05544611,0.03913661,0.00570575,0.8766577],"study_design_scores_gemma":[0.00004948826,0.0008802114,0.002033004,0.001661155,0.000273642,0.00200421,0.0001156323,0.1026569,0.0662832,0.01507119,0.8088479,0.0001235186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01095499,0.3699398,0.5497998,0.0004951034,0.0008055082,0.0003758389,0.0002822252,0.0007388897,0.06660784],"genre_scores_gemma":[0.2318044,0.3561379,0.360853,0.0007337531,0.00113661,0.000573964,0.001303821,0.0002706436,0.04718593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003619903,"threshold_uncertainty_score":0.01210982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969562919","doi":"10.1109/access.2019.2937239","title":"Topologies and Control Schemes of Bidirectional DC–DC Power Converters: An Overview","year":2019,"lang":"en","type":"article","venue":"IEEE Access","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":404,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Swinburne University of Technology","keywords":"Converters; Network topology; Computer science; Context (archaeology); Power (physics); Topology (electrical circuits); Electronic engineering; Control theory (sociology); Electrical engineering; Engineering; Control (management); Voltage; Physics","authors":[{"name":"Saman A. Gorji","is_ca":false},{"name":"Hosein G. Sahebi","is_ca":false},{"name":"Mehran Ektesabi","is_ca":false},{"name":"A.B. Rad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02708019026856684,"gpt":0.2983040179525774,"spread":0.2712238276840105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002256695,0.0006923035,0.0004822577,0.001892937,0.0003257062,0.001249715,0.0006447987,0.0006527217,0.004701346],"category_scores_gemma":[0.000318015,0.0003524205,0.0004502617,0.001816833,0.0002945345,0.001455266,0.0004026368,0.0008982906,0.001960963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003531861,"about_ca_system_score_gemma":0.0003097783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006561007,"about_ca_topic_score_gemma":0.0006268229,"domain_scores_codex":[0.9997608,0.00003102216,0.00002780888,0.0000537608,0.0001106801,0.00001587785],"domain_scores_gemma":[0.9998952,0.00003061414,0.00001221999,0.00001104149,0.00004463818,0.000006300725],"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":[0.0001022257,0.0001326426,0.0004264693,0.005785577,0.00006543144,0.0002872925,0.0002483652,0.01684956,0.01872222,0.0871439,0.01024047,0.8599958],"study_design_scores_gemma":[0.00001962466,0.0004283133,0.00126109,0.001791706,0.0001236658,0.002459538,0.0002466679,0.03571178,0.01035295,0.0370478,0.9104607,0.00009618195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01119681,0.5384461,0.313503,0.0005253628,0.001214565,0.0003092136,0.0003227015,0.0006182785,0.133864],"genre_scores_gemma":[0.2042933,0.6160482,0.1351803,0.0005709559,0.001519767,0.0004270275,0.0009521445,0.0001750351,0.04083328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004701346,"threshold_uncertainty_score":0.01572758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127580117","doi":"10.1109/ias.1995.530502","title":"Comparative study of proportional-integral, sliding mode and fuzzy logic controllers for power converters","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":278,"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":"Control theory (sociology); Converters; Fuzzy logic; Controller (irrigation); Integral sliding mode; Power (physics); Mode (computer interface); Sensitivity (control systems); Sliding mode control; Computer science; Control engineering; Voltage; Mathematics; Engineering; Electronic engineering; Control (management); Nonlinear system; Physics; Artificial intelligence","authors":[{"name":"V.S.C. Raviraj","is_ca":true},{"name":"P.C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03635227608342249,"gpt":0.2718044195919499,"spread":0.2354521435085274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000961873,0.0003474756,0.0005523734,0.0006829646,0.0002856682,0.0008891158,0.0003716539,0.000485976,0.001414965],"category_scores_gemma":[0.002783314,0.0001427683,0.0002450936,0.0004331696,0.0002938462,0.0006148902,0.0002029928,0.000370197,0.0001191887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544805,"about_ca_system_score_gemma":0.000294191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561714,"about_ca_topic_score_gemma":0.001104032,"domain_scores_codex":[0.9992825,0.0001092079,0.00003789355,0.00005023462,0.0004865121,0.00003371625],"domain_scores_gemma":[0.9990477,0.0005411826,0.00003836033,0.00004063429,0.0003091015,0.00002311235],"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":[0.001829289,0.0002284214,0.002556124,0.001001541,0.0001574225,0.0003111136,0.0004555284,0.2717587,0.05574385,0.01562891,0.000903579,0.6494255],"study_design_scores_gemma":[0.0001770975,0.002328652,0.004887091,0.00009765153,0.0001527616,0.0003262902,0.0001734771,0.9261241,0.04948557,0.006364783,0.009826689,0.0000559586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.482923,0.01994033,0.4494818,0.0003023039,0.0002945964,0.0002538418,0.00007494194,0.001131577,0.0455975],"genre_scores_gemma":[0.970924,0.002426715,0.02278966,0.00003593988,0.00005632023,0.00004137195,0.00003567213,0.00002656389,0.003663624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001561714,"threshold_uncertainty_score":0.005086899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162281450","doi":"10.1109/63.849029","title":"A bidirectional DC-DC converter topology for low power application","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":256,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Forward converter; Topology (electrical circuits); Converters; Galvanic isolation; Electrical engineering; Buck converter; Ćuk converter; Boost converter; Electronic engineering; Flyback converter; Mains electricity; Transformer; Buck–boost converter; Engineering; Computer science; Voltage","authors":[{"name":"M. Daniele","is_ca":true},{"name":"Praveen Jain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003990393247171858,"gpt":0.2163485647472037,"spread":0.2123581715000318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001237949,0.0003553026,0.0002409937,0.0003638345,0.0003249702,0.0007541573,0.0006024187,0.0004002124,0.008443152],"category_scores_gemma":[0.0002227534,0.0001399317,0.0001919616,0.0005004952,0.0001412961,0.0006038198,0.0002985835,0.0006853277,0.004028927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745437,"about_ca_system_score_gemma":0.0002756925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002710623,"about_ca_topic_score_gemma":0.0005379781,"domain_scores_codex":[0.9998652,0.00001663561,0.000007503966,0.00002374598,0.00007297492,0.00001395355],"domain_scores_gemma":[0.9998659,0.0000167322,0.000007921179,0.0000240106,0.00007298742,0.00001248649],"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":[0.0001958883,0.0001533614,0.0006132627,0.001033262,0.00003859691,0.0004530047,0.0001248855,0.004905891,0.4405123,0.02886556,0.01158481,0.5115192],"study_design_scores_gemma":[0.0001718299,0.0009735723,0.002398872,0.0002715354,0.0001509437,0.005888091,0.0001742267,0.09586432,0.4475167,0.02868934,0.4177989,0.0001016719],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05122656,0.003951434,0.846359,0.0004999026,0.0006679561,0.0002922027,0.0004359249,0.003483023,0.0930839],"genre_scores_gemma":[0.7689598,0.003844587,0.1728214,0.0006566177,0.0003866821,0.0003372112,0.0008661706,0.0003366067,0.05179115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008443152,"threshold_uncertainty_score":0.02824515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130551339","doi":"10.1109/tpel.2004.836675","title":"A Digital Power Factor Correction (PFC) Control Strategy Optimized for DSP","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":240,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Queen's University","funders":"","keywords":"Power factor; Digital signal processing; Duty cycle; Digital control; Control theory (sociology); Digital signal processor; Waveform; Voltage; Model predictive control; Computer science; Electronic engineering; Power (physics); Power electronics; AC power; Engineering; Electrical engineering; Control (management)","authors":[{"name":"W. Zhang","is_ca":true},{"name":"Gang Feng","is_ca":true},{"name":"Y.-F. Liu","is_ca":true},{"name":"Bin Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005539042341902774,"gpt":0.2111624790182182,"spread":0.2056234366763154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000161444,0.0003732341,0.0002755057,0.0003461526,0.000260115,0.0004096555,0.0006105897,0.0002842614,0.00201906],"category_scores_gemma":[0.0004126274,0.0001069788,0.0001267181,0.0003580115,0.0001931856,0.0003357719,0.0001507724,0.0004719284,0.0004859976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334507,"about_ca_system_score_gemma":0.0004416883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602631,"about_ca_topic_score_gemma":0.001816242,"domain_scores_codex":[0.9998544,0.00001193611,0.000006955703,0.00003008665,0.00008381818,0.00001278207],"domain_scores_gemma":[0.9998709,0.00002592521,0.0000162383,0.00001836162,0.00006175223,0.000006844262],"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":[0.0001715642,0.0001482403,0.0005417334,0.0002994416,0.00002620715,0.0001549581,0.00008967978,0.04773963,0.1942832,0.01605321,0.003031222,0.7374609],"study_design_scores_gemma":[0.0001191552,0.00062909,0.001257301,0.00004569287,0.00006398798,0.0008072975,0.00002958767,0.7187279,0.2320533,0.005914315,0.04031203,0.00004051366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00851139,0.000324372,0.9855677,0.00006037376,0.00006534313,0.00007053118,0.0000206732,0.0008830578,0.00449658],"genre_scores_gemma":[0.5831006,0.0005879846,0.4059724,0.0001224796,0.00007479685,0.0001362752,0.0001069311,0.00008121593,0.009817404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00201906,"threshold_uncertainty_score":0.006754398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125788522","doi":"10.1109/tpel.2002.802181","title":"Analysis and design considerations of a load and line independent zero voltage switching full bridge DC/DC converter topology","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":236,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ASTER; Concordia University; Queen's University","funders":"","keywords":"Topology (electrical circuits); Ćuk converter; Forward converter; Voltage; Power (physics); Line (geometry); Boost converter; Half bridge; Electronic engineering; Flyback converter; Control theory (sociology); Computer science; Engineering; Electrical engineering; Capacitor; Physics; Mathematics","authors":[{"name":"Praveen Jain","is_ca":true},{"name":"Wen Hao Kang","is_ca":true},{"name":"H. Soin","is_ca":true},{"name":"Youhao Xi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01331972542543237,"gpt":0.2237508332794663,"spread":0.210431107854034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002507931,0.0004492685,0.0003418525,0.000411131,0.0003695299,0.001239985,0.0007019714,0.0005379003,0.004349339],"category_scores_gemma":[0.0004930081,0.0002845453,0.0005095588,0.0002956077,0.0002757393,0.0009543402,0.0002086036,0.0006546486,0.001175679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004174327,"about_ca_system_score_gemma":0.0006885493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005657533,"about_ca_topic_score_gemma":0.0007672928,"domain_scores_codex":[0.9997876,0.00003016709,0.000008791759,0.00002379427,0.00013575,0.00001384864],"domain_scores_gemma":[0.9998494,0.00004043946,0.00001442995,0.00001528775,0.00007426402,0.000006075306],"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":[0.0001765909,0.0001498206,0.0008781216,0.0008189866,0.00009906851,0.0007791941,0.0002378947,0.2742552,0.2838177,0.195092,0.00428755,0.239408],"study_design_scores_gemma":[0.00006986097,0.0004652131,0.001053382,0.00008589351,0.00009414593,0.001403847,0.0001209116,0.8328247,0.07606763,0.04776883,0.03999988,0.00004572302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02034143,0.0004006576,0.9543411,0.0002026689,0.00006259771,0.0001431821,0.00008438213,0.0002957148,0.02412822],"genre_scores_gemma":[0.7504074,0.00169918,0.2262891,0.0002412972,0.0001487861,0.0003062527,0.0004473694,0.0001784168,0.02028216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004349339,"threshold_uncertainty_score":0.01455003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102995973","doi":"10.1109/tpel.2006.876848","title":"Numerical state-space average-value modeling of PWM DC-DC converters operating in DCM and CCM","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":236,"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":"Converters; Duty cycle; Pulse-width modulation; Control theory (sociology); Nonlinear system; Small-signal model; State space; SIGNAL (programming language); Time domain; Frequency domain; Modulation (music); Computer science; State-space representation; Electronic engineering; Mathematics; Voltage; Engineering; Algorithm; Physics; Electrical engineering","authors":[{"name":"Ali Davoudi","is_ca":false},{"name":"Juri Jatskevich","is_ca":true},{"name":"Tom De Rybel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004319701437924298,"gpt":0.2031256499796045,"spread":0.1988059485416802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003624171,0.0003386233,0.0004727659,0.0002812886,0.0002675884,0.0006029024,0.0008842599,0.0006658051,0.001595639],"category_scores_gemma":[0.001053331,0.0001843436,0.0003514949,0.0003630278,0.0003416383,0.0008078311,0.0002393998,0.0004426898,0.0002922392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081681,"about_ca_system_score_gemma":0.0004154544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778553,"about_ca_topic_score_gemma":0.001513463,"domain_scores_codex":[0.9998574,0.00003493639,0.000008466613,0.00001548697,0.00007214762,0.00001159701],"domain_scores_gemma":[0.9997454,0.0001287894,0.00002880161,0.00003463912,0.00005230825,0.000009928788],"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":[0.0000297354,0.00001662324,0.0002314205,0.00002575248,0.000005008244,0.00004301043,0.00003827164,0.9780708,0.004299048,0.009736148,0.0001757472,0.007328523],"study_design_scores_gemma":[0.000001285317,0.000004949481,0.0000297303,8.56571e-7,6.256477e-7,0.000005611847,0.000001423877,0.9986342,0.0004164315,0.0007402062,0.0001635975,0.000001027163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06993343,0.0001984917,0.9178758,0.0001333376,0.00003731574,0.0000662751,0.0001373512,0.0004940259,0.01112407],"genre_scores_gemma":[0.9522911,0.0001673993,0.04356034,0.00002674378,0.00001289137,0.00009890839,0.000103061,0.00004194268,0.003697668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001778553,"threshold_uncertainty_score":0.005337954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975642616","doi":"10.1109/tpel.2011.2167243","title":"Stability Analysis of Isolated Bidirectional Dual Active Full-Bridge DC–DC Converter With Triple Phase-Shift Control","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":236,"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":"Converters; Control theory (sociology); Stability (learning theory); Nonlinear system; Power (physics); Dual (grammatical number); Noise (video); Forward converter; Computer science; Boost converter; Engineering; Electronic engineering; Topology (electrical circuits); Voltage; Control (management); Physics; Electrical engineering","authors":[{"name":"Wu Kuiyuan","is_ca":true},{"name":"Clarence W. de Silva","is_ca":true},{"name":"William G. Dunford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01211129360073701,"gpt":0.2245755219461222,"spread":0.2124642283453852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002829115,0.00039168,0.0003961207,0.0003516822,0.0003736836,0.0005240801,0.0004687559,0.0002549726,0.001396821],"category_scores_gemma":[0.0003338012,0.000155292,0.0003655187,0.0001638036,0.0004284628,0.0004034194,0.0003580384,0.0003234442,0.00023168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783615,"about_ca_system_score_gemma":0.0003556345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008769961,"about_ca_topic_score_gemma":0.0005734365,"domain_scores_codex":[0.9998345,0.00002742372,0.000007385063,0.0000298934,0.00008820664,0.0000125691],"domain_scores_gemma":[0.9998676,0.00003749446,0.00002064473,0.00001527389,0.00005128996,0.000007814407],"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":[0.0004178615,0.0001084739,0.00216382,0.0004259146,0.0001150964,0.0007918019,0.0006944078,0.4086868,0.338266,0.08911275,0.001131345,0.1580857],"study_design_scores_gemma":[0.00001000594,0.00005717637,0.0004079526,0.000009732074,0.00001107179,0.00009780069,0.0000360963,0.9790673,0.01446673,0.004969541,0.0008566554,0.000009941584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0992922,0.0003330704,0.8912872,0.00006613863,0.00002967702,0.00004051871,0.00002530629,0.0001880945,0.008737775],"genre_scores_gemma":[0.9794607,0.0001983808,0.01839658,0.00001111117,0.000009470356,0.00004001851,0.00002256068,0.00002115613,0.001840049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001396821,"threshold_uncertainty_score":0.004672885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123702245","doi":"10.1109/tpel.2002.1004250","title":"High performance predictive dead-beat digital controller for DC power supplies","year":2002,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":231,"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":"Control theory (sociology); Inductor; Digital control; Model predictive control; Beat (acoustics); Dead time; Computer science; Power control; Engineering; Power (physics); Electronic engineering; Control (management); Electrical engineering; Voltage; Mathematics; Physics","authors":[{"name":"S. Bibian","is_ca":true},{"name":"Hua Jin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004596324452141679,"gpt":0.1801592985693995,"spread":0.1755629741172578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002454516,0.0002836369,0.0002358174,0.0003293335,0.0003735105,0.0007344381,0.0008723817,0.0003223929,0.002855211],"category_scores_gemma":[0.000634574,0.0001192035,0.00008653793,0.0003144685,0.0002910807,0.0003438847,0.0002605215,0.0005920502,0.0005109485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049466,"about_ca_system_score_gemma":0.0003252575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006061216,"about_ca_topic_score_gemma":0.0008126233,"domain_scores_codex":[0.9997645,0.00002031724,0.00000878728,0.00003314976,0.0001567341,0.00001653117],"domain_scores_gemma":[0.9998153,0.00006722575,0.00001770773,0.00002347243,0.00006543536,0.00001082531],"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":[0.0004599695,0.0001768562,0.0005598562,0.0003979584,0.00002811805,0.0003063969,0.0002581647,0.03878798,0.1682629,0.02750909,0.005528423,0.7577243],"study_design_scores_gemma":[0.0002131609,0.000795314,0.0008934352,0.00004912352,0.00003481263,0.0004542254,0.00005003338,0.826751,0.1293187,0.006547923,0.03484606,0.00004613553],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02747587,0.0007826171,0.9598301,0.0001520487,0.0002369791,0.00009110161,0.00003656117,0.002227687,0.009166976],"genre_scores_gemma":[0.8852426,0.0003795511,0.10637,0.0001673512,0.0001029198,0.00009869719,0.00006215262,0.00004417346,0.00753257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002855211,"threshold_uncertainty_score":0.009551644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111309068","doi":"10.1109/tpel.2013.2273939","title":"An Interleaved LLC Resonant Converter Operating at Constant Switching Frequency","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","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":"Queen's University","funders":"","keywords":"Interleaving; Converters; Ripple; Capacitor; Switching frequency; Power (physics); Electrical engineering; Inductor; Constant (computer programming); Electronic engineering; Engineering; Voltage; Computer science; Control theory (sociology); Physics; Control (management)","authors":[{"name":"Zhiyuan Hu","is_ca":true},{"name":"Yajie Qiu","is_ca":true},{"name":"Laili Wang","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005234893544205348,"gpt":0.2095966093191799,"spread":0.2043617157749745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001390678,0.0001954955,0.0003025222,0.0002972865,0.0003429598,0.0004076089,0.0007197236,0.0003018124,0.00185768],"category_scores_gemma":[0.0002547816,0.0001632153,0.0001839245,0.0004322024,0.0002029976,0.0006226247,0.0002126319,0.0005376434,0.0006675991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202361,"about_ca_system_score_gemma":0.0003624052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005101057,"about_ca_topic_score_gemma":0.0008259125,"domain_scores_codex":[0.999819,0.00001365769,0.00001045732,0.00004509021,0.00009416338,0.00001766283],"domain_scores_gemma":[0.999868,0.0000211939,0.00001975108,0.00002888084,0.00005315,0.000008957044],"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":[0.0003892717,0.0002464156,0.001565524,0.000359804,0.00005032184,0.0006676114,0.0002137103,0.01414499,0.6642263,0.01289249,0.003314637,0.3019289],"study_design_scores_gemma":[0.0002377558,0.001000315,0.003704333,0.00004653088,0.0001142005,0.003480993,0.0001392003,0.3739085,0.5546302,0.008411833,0.05422962,0.00009657675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1767645,0.0005761967,0.7851745,0.0002809365,0.000237146,0.0002166545,0.0002080663,0.003498259,0.03304355],"genre_scores_gemma":[0.9000548,0.0002086924,0.09222761,0.0001343389,0.00004640548,0.00007279444,0.0001037302,0.0000501807,0.007101472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00185768,"threshold_uncertainty_score":0.006214499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2297834093","doi":"10.1109/tpel.2016.2555929","title":"Large- and Small-Signal Average-Value Modeling of Dual-Active-Bridge DC–DC Converter Considering Power Losses","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":205,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Transfer function; Small-signal model; Converters; Large-signal model; Transformer; Control theory (sociology); SIGNAL (programming language); Electronic engineering; Computer science; Power (physics); Engineering; Electrical engineering; Voltage; Physics; Control (management)","authors":[{"name":"Kai Zhang","is_ca":true},{"name":"Zhenyu Shan","is_ca":true},{"name":"Juri Jatskevich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01161787130728036,"gpt":0.2192157126332807,"spread":0.2075978413260003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002894472,0.0006508059,0.0005905626,0.000307687,0.0002459787,0.0006945527,0.001274718,0.0006192233,0.001446134],"category_scores_gemma":[0.0004617223,0.0002812996,0.0006793782,0.0002689883,0.0002957163,0.001058546,0.0002601557,0.000629269,0.0003708514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003987491,"about_ca_system_score_gemma":0.0003412443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169433,"about_ca_topic_score_gemma":0.001434515,"domain_scores_codex":[0.999849,0.00003479362,0.000006920913,0.0000270181,0.00006916621,0.00001310933],"domain_scores_gemma":[0.9998876,0.00003999269,0.00001322898,0.00002161802,0.0000322934,0.000005220322],"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":[0.00004875721,0.00004190375,0.000496219,0.0000858521,0.00002743595,0.0001282902,0.00009399668,0.9263531,0.02323351,0.01475914,0.0006659518,0.03406585],"study_design_scores_gemma":[0.000001080599,0.000007725018,0.00004136831,0.000001407152,0.00000221077,0.00001042727,0.00000204809,0.9979396,0.0007943163,0.0008345069,0.0003639877,0.000001369414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03068691,0.0002374965,0.9621128,0.00006935404,0.00004590554,0.00003365417,0.00005473563,0.0003553998,0.006403713],"genre_scores_gemma":[0.9517505,0.0003679043,0.04099591,0.00004162289,0.00003193009,0.00008916565,0.0001023466,0.00007276703,0.006547875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00169433,"threshold_uncertainty_score":0.004837751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3147567736","doi":"10.1109/pesc.1997.616811","title":"A bi-directional DC-DC converter topology for low power application","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","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":"Concordia University","funders":"","keywords":"Galvanic isolation; Topology (electrical circuits); Mains electricity; Electrical engineering; Forward converter; Transformer; Boost converter; Electronic engineering; Ćuk converter; Buck converter; Flyback converter; Computer science; Buck–boost converter; Engineering; Voltage","authors":[{"name":"Praveen Jain","is_ca":true},{"name":"M. Daniele","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007433464174569394,"gpt":0.2112255529956491,"spread":0.2037920888210797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000129614,0.0004050066,0.0002195482,0.0003531027,0.0003183159,0.0008077702,0.0006278528,0.000481851,0.006824381],"category_scores_gemma":[0.0001949367,0.0001435285,0.0001395967,0.0005219606,0.0001392446,0.0007487183,0.000266787,0.0006901165,0.003901986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355673,"about_ca_system_score_gemma":0.0001725513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224244,"about_ca_topic_score_gemma":0.0002372757,"domain_scores_codex":[0.9998658,0.00001719044,0.000009096888,0.00002700795,0.0000711612,0.000009796043],"domain_scores_gemma":[0.9998921,0.00001217357,0.000007016019,0.00001702193,0.00005820793,0.00001348436],"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":[0.0002319772,0.0001435324,0.0004394734,0.0009393126,0.00002882924,0.0003565408,0.0001259905,0.003189462,0.4737753,0.02790589,0.0120675,0.4807962],"study_design_scores_gemma":[0.000209385,0.001307298,0.002006686,0.0002111899,0.0001159731,0.00818738,0.0001485937,0.09201293,0.3849725,0.02262473,0.4881015,0.0001018217],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0344988,0.00383479,0.8896781,0.0006366487,0.0007137734,0.0002687207,0.0003339544,0.002459645,0.06757555],"genre_scores_gemma":[0.5796053,0.004444475,0.3554429,0.001147987,0.0005456705,0.0003823708,0.0008745775,0.0002534492,0.05730335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006824381,"threshold_uncertainty_score":0.02282983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511320707","doi":"10.1109/tpel.2016.2602360","title":"LLC Converters With Planar Transformers: Issues and Mitigation","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":199,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Converters; Capacitance; Transformer; Galvanic isolation; Inductance; Electrical engineering; Parasitic element; Electronic engineering; Engineering; Parasitic capacitance; Electromagnetic coil; Leakage inductance; Voltage; Physics","authors":[{"name":"Mohammad Ali Saket","is_ca":true},{"name":"Navid Shafiei","is_ca":true},{"name":"Martin Ordonez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003443041081154996,"gpt":0.1927373957436153,"spread":0.1892943546624603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004927062,0.0005937755,0.0004229949,0.0004059408,0.0002950041,0.001099259,0.0008547498,0.0006038814,0.0009776],"category_scores_gemma":[0.0009332413,0.0002568509,0.0004356667,0.0005616696,0.0005180918,0.001534039,0.0005138228,0.000535564,0.0005214387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006155804,"about_ca_system_score_gemma":0.0005655694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004233444,"about_ca_topic_score_gemma":0.0006140198,"domain_scores_codex":[0.9993796,0.0001327993,0.00002304198,0.00007391555,0.000337024,0.00005353988],"domain_scores_gemma":[0.9995215,0.0001173309,0.0001290157,0.00008716616,0.000129247,0.00001574688],"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":[0.0004327967,0.0001393865,0.004497645,0.001309653,0.0001610992,0.001108278,0.0004921936,0.1135271,0.5908947,0.05527357,0.002848439,0.2293151],"study_design_scores_gemma":[0.00006752116,0.001858872,0.002367392,0.0002374873,0.0002887511,0.004740657,0.0004946126,0.4201138,0.5010082,0.01917588,0.0495601,0.00008670988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1234142,0.004318925,0.8509296,0.0007091238,0.0001137213,0.0001010936,0.0000708613,0.001348643,0.01899379],"genre_scores_gemma":[0.9129952,0.002395486,0.08072963,0.0001318397,0.00008953856,0.00004240916,0.00008924002,0.0000971185,0.003429498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001099259,"threshold_uncertainty_score":0.004466355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966150139","doi":"10.1109/tpel.2019.2931739","title":"An Overview and Comprehensive Comparative Evaluation of Current-Fed-Isolated-Bidirectional DC/DC Converter","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":199,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Network topology; Converters; Renewable energy; Photovoltaic system; Electronic engineering; Dual (grammatical number); Electrical engineering; Topology (electrical circuits); Voltage; Power (physics); Modulation (music); Engineering; Computer science; Physics","authors":[{"name":"Xuewei Pan","is_ca":false},{"name":"Hongqi Li","is_ca":false},{"name":"Yitao Liu","is_ca":false},{"name":"Tianyang Zhao","is_ca":false},{"name":"Chenchen Ju","is_ca":false},{"name":"Akshay Kumar Rathore","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04145493673008116,"gpt":0.3206317436732953,"spread":0.2791768069432142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004707037,0.0006893707,0.000649714,0.002663765,0.0003280556,0.001315909,0.0006061453,0.0004409086,0.002976488],"category_scores_gemma":[0.0005064725,0.0002390266,0.0005834647,0.002666431,0.0001595462,0.001474814,0.0003528881,0.0003894604,0.0007785136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006880367,"about_ca_system_score_gemma":0.0004137555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009401208,"about_ca_topic_score_gemma":0.0009135585,"domain_scores_codex":[0.9995514,0.00005960902,0.00004875053,0.00008405962,0.0002295987,0.00002658644],"domain_scores_gemma":[0.9996808,0.00007652014,0.00001969152,0.00002606579,0.0001851056,0.00001198617],"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":[0.0003127801,0.0001766485,0.001899268,0.004079642,0.0001539036,0.0001910805,0.0001208244,0.03079954,0.02869138,0.01714682,0.007381185,0.9090468],"study_design_scores_gemma":[0.00005177019,0.003159647,0.01557624,0.002205184,0.0009722035,0.003059505,0.0006644417,0.1734528,0.106089,0.01490002,0.6796134,0.0002558213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1315269,0.4485554,0.2200282,0.0004274517,0.0005819692,0.0004393937,0.001699892,0.001229402,0.1955114],"genre_scores_gemma":[0.6460811,0.2385425,0.08467539,0.0002610745,0.0004532564,0.00019455,0.00287034,0.0002728135,0.02664898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002976488,"threshold_uncertainty_score":0.009957314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015771859","doi":"10.1109/access.2020.2987277","title":"Generalized State Space Average Model for Multi-Phase Interleaved Buck, Boost and Buck-Boost DC-DC Converters: Transient, Steady-State and Switching Dynamics","year":2020,"lang":"en","type":"article","venue":"IEEE Access","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":179,"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; Canada Excellence Research Chairs, Government of Canada; National Science Foundation","keywords":"Converters; Buck converter; Control theory (sociology); Ripple; Inductor; Transient (computer programming); Voltage; Buck–boost converter; Steady state (chemistry); Power (physics); Boost converter; Computer science; Electronic engineering; Physics; Engineering; Electrical engineering","authors":[{"name":"Peter Azer","is_ca":true},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04330927078835697,"gpt":0.3009263993880761,"spread":0.2576171285997191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334047,0.0008311789,0.0008130656,0.0004818763,0.0004118664,0.0009851073,0.001229922,0.0006729073,0.002915987],"category_scores_gemma":[0.0004642458,0.0002418744,0.0009594896,0.0005457423,0.0004182328,0.001450751,0.0004858715,0.0009606174,0.0006930211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006129412,"about_ca_system_score_gemma":0.0005320239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00430483,"about_ca_topic_score_gemma":0.004171825,"domain_scores_codex":[0.9997761,0.0000406683,0.00001446687,0.00004794246,0.00009388533,0.00002700063],"domain_scores_gemma":[0.999833,0.00005385921,0.00002513046,0.00002654032,0.00005275889,0.000008606756],"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":[0.00008152466,0.00004254964,0.0006496757,0.0001458234,0.00006118173,0.0001264835,0.0001137689,0.9126744,0.006988633,0.03847422,0.001396395,0.03924544],"study_design_scores_gemma":[0.000002604784,0.00001901297,0.00008338944,0.000004240956,0.000008030646,0.00001973032,0.000005323883,0.9929156,0.0005367739,0.005164326,0.001236314,0.000004602799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0182234,0.000568773,0.9703306,0.0001362679,0.00009912582,0.00004286591,0.0002175381,0.0007585479,0.00962284],"genre_scores_gemma":[0.9346574,0.001162054,0.04970005,0.0001380067,0.00009977328,0.0002453099,0.0006117446,0.0001492798,0.01323648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00430483,"threshold_uncertainty_score":0.009754896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169486569","doi":"10.1109/tpel.2008.925201","title":"An Optimal Control Method for Buck ConvertersUsing a Practical Capacitor ChargeBalance Technique","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":176,"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":"Control theory (sociology); Settling time; Transient response; Capacitor; Buck converter; Controller (irrigation); Transient (computer programming); Converters; Computer science; Voltage; Bandwidth (computing); Nonlinear system; Inductor; Step response; Engineering; Control engineering; Control (management); Physics","authors":[{"name":"Eric Meyer","is_ca":true},{"name":"Zhiliang Zhang","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01145822229851448,"gpt":0.2787627293444976,"spread":0.2673045070459831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002000751,0.0003680963,0.0002744732,0.0002782457,0.0003077128,0.0004489494,0.000419125,0.0003238694,0.002222243],"category_scores_gemma":[0.0003995824,0.0001727066,0.0001645174,0.0001550909,0.0003523381,0.0004525518,0.0002863792,0.0004182309,0.0002966928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281964,"about_ca_system_score_gemma":0.0004783675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199033,"about_ca_topic_score_gemma":0.001655803,"domain_scores_codex":[0.9998159,0.00001901039,0.00001134085,0.00004104746,0.0001008171,0.00001188444],"domain_scores_gemma":[0.9999111,0.00002481675,0.00001550914,0.000008309763,0.0000343159,0.000005919054],"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":[0.0001510043,0.0001169394,0.0002931315,0.0004350287,0.00003161309,0.0001227683,0.0001972933,0.09573018,0.2436029,0.04354332,0.002609712,0.6131661],"study_design_scores_gemma":[0.00008487194,0.000340207,0.0005178094,0.00004030527,0.00002615062,0.0002609537,0.00003752596,0.9214997,0.04455347,0.01079771,0.0217929,0.00004843617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003999511,0.0002596299,0.9925483,0.00005496824,0.00007280595,0.00004102125,0.00000711349,0.0002457349,0.002771006],"genre_scores_gemma":[0.598352,0.0006068388,0.3924306,0.0001859412,0.0001395126,0.0001634194,0.00003441909,0.00006324582,0.008024151],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002222243,"threshold_uncertainty_score":0.00743413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994405813","doi":"10.1109/tpel.2014.2300165","title":"A Control Strategy and Design Method for Interleaved LLC Converters Operating at Variable Switching Frequency","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","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":"Queen's University","funders":"","keywords":"Converters; Interleaving; Electronic engineering; Automatic frequency control; Switching frequency; Control theory (sociology); Engineering; Voltage; Computer science; Control (management); Electrical engineering","authors":[{"name":"Zhiyuan Hu","is_ca":true},{"name":"Yajie Qiu","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true},{"name":"Paresh C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00806921149597568,"gpt":0.2311570154553894,"spread":0.2230878039594138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001593247,0.0004559153,0.0002617752,0.0003896572,0.0004163502,0.0004678375,0.0008027944,0.000321776,0.001773213],"category_scores_gemma":[0.0001832813,0.0001881607,0.0002153909,0.0003074211,0.0002870067,0.0004327035,0.0002076751,0.0005556478,0.0004732591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767837,"about_ca_system_score_gemma":0.0004730602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212954,"about_ca_topic_score_gemma":0.00149577,"domain_scores_codex":[0.9998655,0.00001206546,0.0000105877,0.0000313438,0.00007145892,0.000008967817],"domain_scores_gemma":[0.9999031,0.00001104625,0.00001565393,0.00001145583,0.00005316697,0.000005676137],"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":[0.0001606985,0.0001988359,0.000638624,0.0004425879,0.0000543099,0.0004431496,0.0004173139,0.06517468,0.396639,0.04762917,0.003162767,0.4850389],"study_design_scores_gemma":[0.00008307469,0.0005354769,0.000751825,0.00005458422,0.00005066181,0.0006994066,0.00008339951,0.8645623,0.09564626,0.007749239,0.02972959,0.00005423019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006865316,0.0001979669,0.9879813,0.00007578329,0.00005803114,0.0001052325,0.00001821057,0.0003744138,0.004323717],"genre_scores_gemma":[0.6140264,0.0004210499,0.3767324,0.0001183996,0.00007117296,0.0003345857,0.00007179557,0.00004754086,0.008176585],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001773213,"threshold_uncertainty_score":0.005931973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099910945","doi":"10.1109/tie.2011.2130499","title":"High-Step-Up and High-Efficiency Fuel-Cell Power-Generation System With Active-Clamp Flyback–Forward Converter","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":169,"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":"Flyback converter; Buck–boost converter; Flyback transformer; Inductor; Electrical engineering; Forward converter; Flyback diode; Buck converter; Engineering; Boost converter; Electronic engineering; Voltage; Computer science; Transformer","authors":[{"name":"Wuhua Li","is_ca":false},{"name":"Lingli Fan","is_ca":false},{"name":"Yi Zhao","is_ca":false},{"name":"Xiangning He","is_ca":false},{"name":"Dewei Xu","is_ca":true},{"name":"Bin Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01673121604841401,"gpt":0.1868757311130727,"spread":0.1701445150646587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002115007,0.0004703641,0.0006947374,0.0004645785,0.000701312,0.0006985778,0.001430952,0.0005902118,0.002867623],"category_scores_gemma":[0.0001477473,0.0002145469,0.0002927115,0.0005123389,0.0001699682,0.0008312347,0.0003634855,0.0005229922,0.000824908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003255252,"about_ca_system_score_gemma":0.0004039449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009574864,"about_ca_topic_score_gemma":0.001361297,"domain_scores_codex":[0.9997694,0.00001851466,0.00002066031,0.0000557379,0.0001152094,0.00002051958],"domain_scores_gemma":[0.9999115,0.00001340907,0.00001001027,0.00001055805,0.00004525862,0.000009196942],"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":[0.0007093789,0.0007124281,0.002234343,0.001028727,0.0001288739,0.001042652,0.0003067232,0.01492691,0.5570944,0.006654336,0.007601248,0.4075599],"study_design_scores_gemma":[0.0005853769,0.001381232,0.005630169,0.0001176343,0.0002404012,0.002547513,0.0001292221,0.4347366,0.5188633,0.003140987,0.03247165,0.0001558403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2880713,0.001604988,0.6799384,0.0004319632,0.0002715943,0.0005393365,0.0004732566,0.005909041,0.02276009],"genre_scores_gemma":[0.9402824,0.0004752033,0.05226166,0.0001466812,0.00005854536,0.0001828846,0.0003812071,0.00004165329,0.006169774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002867623,"threshold_uncertainty_score":0.009593129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145303922","doi":"10.1109/tpel.2007.915784","title":"Continuous-Time Digital Controller for High-Frequency DC-DC Converters","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":159,"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":"Comparator; Electronic engineering; Capacitor; Controller (irrigation); Digital control; Computer science; Control theory (sociology); Transient (computer programming); Electrical engineering; Buck converter; Converters; Voltage; Transient response; Engineering","authors":[{"name":"Zhenyu Zhao","is_ca":true},{"name":"Aleksandar Prodić","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004657772854587742,"gpt":0.1868336968703225,"spread":0.1821759240157348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002142617,0.0003244906,0.0001497661,0.0002735724,0.00029374,0.0008963208,0.00096155,0.0003516997,0.006108322],"category_scores_gemma":[0.0006968118,0.00008812518,0.000120442,0.0002589488,0.0002543355,0.0004518166,0.0001548651,0.0005920432,0.0009163289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858888,"about_ca_system_score_gemma":0.0003629655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005972366,"about_ca_topic_score_gemma":0.0008250881,"domain_scores_codex":[0.9997074,0.00003891444,0.00001721973,0.00005455952,0.0001652048,0.00001681564],"domain_scores_gemma":[0.9997054,0.0001105305,0.00002116573,0.00004166445,0.0001078274,0.00001335256],"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":[0.0004413974,0.0002263035,0.0007826766,0.0006319429,0.00004410431,0.0003858382,0.000250296,0.01978726,0.2709376,0.05720898,0.01288935,0.6364142],"study_design_scores_gemma":[0.0003329894,0.001712175,0.00186438,0.0001686821,0.00009192567,0.00147675,0.00008188727,0.4920723,0.2933836,0.01680295,0.191923,0.00008941424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01657359,0.001060285,0.9578991,0.0001902872,0.000418797,0.000174754,0.0000848276,0.003928193,0.01967015],"genre_scores_gemma":[0.7489176,0.0007449352,0.2263721,0.0004854552,0.0003937137,0.0002563697,0.0002081773,0.0001553211,0.02246628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006108322,"threshold_uncertainty_score":0.02043432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210631116","doi":"10.1109/access.2022.3146410","title":"Review on State-of-the-Art Unidirectional Non-Isolated Power Factor Correction Converters for Short-/Long-Distance Electric Vehicles","year":2022,"lang":"en","type":"article","venue":"IEEE Access","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Qatar National Library; Qatar National Research Fund; Fonds National de la Recherche Luxembourg","keywords":"Converters; Power factor; State (computer science); Power (physics); Computer science; Factor (programming language); Electrical engineering; Physics; Engineering; Voltage; Algorithm","authors":[{"name":"Sawsan Sayed","is_ca":true},{"name":"Ahmed Massoud","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01459205958223285,"gpt":0.2651008543126717,"spread":0.2505087947304388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004829045,0.001279103,0.001322253,0.002238648,0.0002821414,0.001223364,0.001356606,0.001011145,0.009277278],"category_scores_gemma":[0.0007705711,0.0005706357,0.0009408296,0.003064916,0.0003172292,0.002241199,0.0005842876,0.0009696217,0.004600585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003338146,"about_ca_system_score_gemma":0.0009283933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007678139,"about_ca_topic_score_gemma":0.0008439187,"domain_scores_codex":[0.9997124,0.00002802862,0.00005511198,0.00007195021,0.0001064616,0.00002610562],"domain_scores_gemma":[0.9994959,0.0002383558,0.00007152466,0.00002258639,0.000149508,0.00002215215],"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":[0.0001386098,0.0001092127,0.0001706917,0.02878748,0.0001307614,0.0002469892,0.00006072863,0.0009329911,0.005773532,0.003715951,0.02784757,0.9320855],"study_design_scores_gemma":[0.00001417698,0.0001873829,0.0007294036,0.003851532,0.0002584264,0.001073231,0.00005496913,0.0005793594,0.002989914,0.001478155,0.9887456,0.00003795705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004813472,0.9931419,0.001803989,0.0001880263,0.0005129661,0.00001448297,0.00006095615,0.00003789311,0.003758481],"genre_scores_gemma":[0.003007876,0.9921212,0.001534147,0.0002527058,0.0004918191,0.00001755455,0.0002104565,0.00001269685,0.002351577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009277278,"threshold_uncertainty_score":0.0310356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060453307","doi":"10.1109/tvt.2013.2283158","title":"Control Strategies for Wide Output Voltage Range LLC Resonant DC–DC Converters in Battery Chargers","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Vehicular Technology","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Delta-Q Technologies (Canada)","funders":"","keywords":"Converters; Electrical engineering; Voltage; Battery (electricity); Engineering; Battery charger; Charge pump; Forward converter; Electronic engineering; Boost converter; Capacitor; Power (physics); Physics","authors":[{"name":"Fariborz Musavi","is_ca":true},{"name":"Marian Craciun","is_ca":true},{"name":"Deepak Gautam","is_ca":true},{"name":"Wilson Eberle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007221916799616649,"gpt":0.2038326335617249,"spread":0.1966107167621083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002262108,0.0003388308,0.0002934095,0.0002397911,0.0003041893,0.0005280999,0.0007933109,0.0002481761,0.001715575],"category_scores_gemma":[0.0002473652,0.000136601,0.0001643095,0.0001500439,0.0002614624,0.0004102448,0.0002859464,0.0003342697,0.0003449438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094209,"about_ca_system_score_gemma":0.0001199354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003878191,"about_ca_topic_score_gemma":0.0007995611,"domain_scores_codex":[0.9998498,0.00002305022,0.0000120169,0.00003606031,0.00006281782,0.0000161768],"domain_scores_gemma":[0.9998847,0.00003412874,0.00001983246,0.00001091029,0.0000448411,0.000005593766],"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":[0.000391747,0.0002084028,0.0007099116,0.0006617571,0.00007000664,0.0004440366,0.0005369603,0.128451,0.4609628,0.02944303,0.002267246,0.3758531],"study_design_scores_gemma":[0.0001125537,0.0006540462,0.0007424568,0.00006532969,0.00005808438,0.0004744523,0.0001727996,0.8639095,0.1112255,0.008761777,0.01377714,0.0000462795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03878942,0.0005807474,0.9526401,0.0001016525,0.00006162566,0.00007283533,0.00001273076,0.0004872755,0.007253567],"genre_scores_gemma":[0.9497903,0.0002270004,0.0465279,0.00006611773,0.00003452782,0.00006132095,0.0000135461,0.00003053155,0.00324873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001715575,"threshold_uncertainty_score":0.005739152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2579614570","doi":"10.1109/tia.2003.818964","title":"A new soft-switching technique for buck, boost, and buck~boost converters","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":147,"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":"Inductor; Converters; Buck converter; Commutation; Ripple; Control theory (sociology); Buck–boost converter; Commutation cell; Boost converter; Voltage; Computer science; Electronic engineering; Engineering; Electrical engineering; Power factor; Control (management)","authors":[{"name":"Yingqi Zhang","is_ca":true},{"name":"P.C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01176145576336232,"gpt":0.2360359547418404,"spread":0.2242744989784781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000229206,0.000525158,0.0005073744,0.0007822933,0.0004440308,0.0008395723,0.0009299039,0.0005164925,0.003445236],"category_scores_gemma":[0.0002910447,0.0003457972,0.0004557775,0.0005676186,0.0004021215,0.001059772,0.0005120843,0.0009729975,0.001447352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002991956,"about_ca_system_score_gemma":0.0004005805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002287945,"about_ca_topic_score_gemma":0.0003664877,"domain_scores_codex":[0.9996308,0.00003387405,0.00002606509,0.00005357663,0.000227895,0.00002779158],"domain_scores_gemma":[0.9998449,0.00003566049,0.00002185486,0.00001954828,0.00006239147,0.00001575058],"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":[0.0001700225,0.00008122066,0.0002729567,0.001247454,0.00007661848,0.0004101833,0.0002733563,0.006681193,0.3382177,0.04944082,0.004879456,0.598249],"study_design_scores_gemma":[0.0002169702,0.001030851,0.001306736,0.0003974659,0.0002606894,0.004286054,0.0001633304,0.2028748,0.3831522,0.04630811,0.3598062,0.0001966213],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008421608,0.005397022,0.9700126,0.0002584453,0.0004654248,0.0001047815,0.00006618835,0.001311689,0.01396227],"genre_scores_gemma":[0.3600623,0.007211801,0.5991929,0.0009142686,0.0007586366,0.0003152567,0.0002610209,0.0002039573,0.03107991],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003445236,"threshold_uncertainty_score":0.01152545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096732586","doi":"10.1109/tpel.2020.3033982","title":"Bidirectional Resonant CLLC Charger for Wide Battery Voltage Range: Asymmetric Parameters Methodology","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Battery charger; Voltage; Battery (electricity); Electrical engineering; Transformer; Electronic engineering; Range (aeronautics); Power (physics); Switching frequency; Materials science; Computer science; Topology (electrical circuits); Engineering; Physics","authors":[{"name":"Jun Min","is_ca":true},{"name":"Martin Ordonez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03437472365676083,"gpt":0.2582139822615891,"spread":0.2238392586048283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003827515,0.0006196942,0.0003596605,0.0005678223,0.0003117625,0.0008846262,0.001098033,0.0005338813,0.002952527],"category_scores_gemma":[0.0005269517,0.0001987747,0.0003586573,0.0004177351,0.0003234618,0.0008990318,0.0006484258,0.0004720627,0.0009883638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386703,"about_ca_system_score_gemma":0.0004284745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003670251,"about_ca_topic_score_gemma":0.0004734789,"domain_scores_codex":[0.9996352,0.00006128428,0.00001913529,0.00006517702,0.0001890809,0.00003005525],"domain_scores_gemma":[0.9997913,0.00002892425,0.00004137209,0.00004938782,0.00007987398,0.000009176336],"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":[0.0003199348,0.0001881544,0.001067366,0.0006928309,0.0000677538,0.0002882148,0.0002894792,0.0861515,0.4263789,0.07445315,0.003440522,0.4066622],"study_design_scores_gemma":[0.00008680912,0.0008401517,0.0009772469,0.00008074263,0.0001012089,0.001142028,0.0001283984,0.6678001,0.2540433,0.0225833,0.05213171,0.00008506361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02592041,0.0005106677,0.9483318,0.0001636075,0.00004214469,0.0001486929,0.00006668821,0.000671301,0.02414468],"genre_scores_gemma":[0.8312487,0.0003865475,0.1620737,0.000128673,0.00005082726,0.0002499354,0.00007965547,0.0001476654,0.005634293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002952527,"threshold_uncertainty_score":0.009877145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116481858","doi":"10.1109/tpel.2008.2006897","title":"A Nonisolated Bidirectional ZVS-PWM Active Clamped DC–DC Converter","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":132,"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":"Converters; Inductor; Pulse-width modulation; Electrical engineering; Power (physics); Forward converter; Voltage; Ćuk converter; Electronic engineering; Computer science; Boost converter; Engineering; Physics","authors":[{"name":"Pritam Das","is_ca":true},{"name":"Brian Laan","is_ca":true},{"name":"Seyed Amidedin Mousavi","is_ca":true},{"name":"Gerry Moschopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005101978124941131,"gpt":0.2126954868054686,"spread":0.2075935086805275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001103685,0.0002987008,0.0004251631,0.0003533736,0.0003635013,0.000919258,0.001127812,0.0004348829,0.003237409],"category_scores_gemma":[0.0001362577,0.0001496946,0.0002355276,0.0003787027,0.0002286586,0.0005312632,0.0003368251,0.0005874819,0.001298628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003303082,"about_ca_system_score_gemma":0.0004161663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005539997,"about_ca_topic_score_gemma":0.0007794102,"domain_scores_codex":[0.9998071,0.00001323127,0.00001315682,0.00004207206,0.000102326,0.00002214929],"domain_scores_gemma":[0.9999022,0.000008294915,0.00001273026,0.00001910174,0.00004374131,0.00001385702],"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":[0.000567558,0.000301098,0.0007839751,0.0005517501,0.00004631008,0.0006366189,0.0001977181,0.005051799,0.7220607,0.0190539,0.004493517,0.246255],"study_design_scores_gemma":[0.0004123206,0.001246269,0.003417499,0.0001691234,0.0001629235,0.003689211,0.0001327171,0.1867575,0.7040863,0.007913604,0.09190164,0.0001109874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2388755,0.002283395,0.6753898,0.0006466275,0.0008148802,0.0004074691,0.0005845231,0.004046949,0.07695084],"genre_scores_gemma":[0.9481983,0.0006033253,0.03644793,0.0002132571,0.00009144056,0.00009198107,0.0002411986,0.00004495592,0.01406758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003237409,"threshold_uncertainty_score":0.01083016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153499767","doi":"10.1109/tie.2011.2163375","title":"General Derivation Law of Nonisolated High-Step-Up Interleaved Converters With Built-In Transformer","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":129,"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":"Converters; Transformer; High voltage; Voltage; Electronic engineering; Topology (electrical circuits); Ripple; Electrical engineering; Engineering; Computer science","authors":[{"name":"Wuhua Li","is_ca":true},{"name":"Weichen Li","is_ca":true},{"name":"Xiangning He","is_ca":false},{"name":"Dewei Xu","is_ca":true},{"name":"Bin Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02273970754085919,"gpt":0.2080200500830464,"spread":0.1852803425421872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003647098,0.0003780062,0.0003076888,0.0004581906,0.0003173327,0.0008127623,0.0008129168,0.0003896304,0.002541203],"category_scores_gemma":[0.000583542,0.0002099157,0.0003335003,0.0003891161,0.0006351013,0.0009872932,0.0004756358,0.00089394,0.0007292111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004467482,"about_ca_system_score_gemma":0.0003394625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002176399,"about_ca_topic_score_gemma":0.0002640263,"domain_scores_codex":[0.9996778,0.00004066667,0.00002815144,0.00006023675,0.0001718901,0.00002131219],"domain_scores_gemma":[0.9998251,0.00004159877,0.0000188072,0.0000355883,0.00007343434,0.000005485622],"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":[0.00007095571,0.0000792198,0.0004863587,0.0004875484,0.00003007002,0.0007160538,0.000405859,0.03547449,0.1261018,0.7059879,0.002402125,0.1277576],"study_design_scores_gemma":[0.00005602126,0.0002230089,0.0006249201,0.0001072604,0.00004433215,0.002770466,0.0000947231,0.5181111,0.1252284,0.2974133,0.05526468,0.00006187012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01394299,0.0008119157,0.9603467,0.00008740161,0.00006951226,0.00009361697,0.00005458359,0.0002686668,0.02432466],"genre_scores_gemma":[0.7311755,0.001992772,0.2521454,0.000254448,0.00009085429,0.0001969855,0.0001936239,0.0001344046,0.01381604],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002541203,"threshold_uncertainty_score":0.008501232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2292983807","doi":"10.1109/tpel.2015.2496179","title":"An Accurate Design Algorithm for LLC Resonant Converters—Part II","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":125,"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":"Converters; Range (aeronautics); Electronic engineering; Voltage; Algorithm design; Design methods; Algorithm; Optimal design; Computer science; Engineering; Control theory (sociology); Electrical engineering; Mechanical engineering","authors":[{"name":"Zhiyuan Hu","is_ca":true},{"name":"Laili Wang","is_ca":true},{"name":"Yajie Qiu","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true},{"name":"Paresh C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02422788827904373,"gpt":0.2553619504811523,"spread":0.2311340622021086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008371302,0.001094357,0.0006929606,0.0005925046,0.0004374605,0.001150473,0.0009819836,0.0008173263,0.006500404],"category_scores_gemma":[0.0021167,0.0006725785,0.0005037783,0.0005706014,0.0004960035,0.001038256,0.0007773179,0.00128004,0.002824848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005966199,"about_ca_system_score_gemma":0.0008258349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006100511,"about_ca_topic_score_gemma":0.0007752657,"domain_scores_codex":[0.9993064,0.0001326465,0.00003841992,0.00009872101,0.0003841748,0.00003956004],"domain_scores_gemma":[0.9995796,0.0001514209,0.00004089664,0.00008674547,0.0001335403,0.000007723042],"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":[0.0000796413,0.00006589041,0.0003493493,0.0003096058,0.00003839906,0.0000852234,0.0001653893,0.410536,0.03149193,0.07737116,0.006225019,0.4732824],"study_design_scores_gemma":[0.00002801778,0.00006224232,0.0000855641,0.00004166881,0.00001443813,0.0001044687,0.00002257335,0.9471174,0.007664995,0.02586981,0.01897234,0.00001647655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003893772,0.00003261041,0.9982527,0.00001935893,0.0000115407,0.0000193011,0.000007785983,0.0001318998,0.001135555],"genre_scores_gemma":[0.04908889,0.0001750888,0.9471188,0.00007810842,0.00003779598,0.0002439047,0.00009119597,0.0001640105,0.003002258],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006500404,"threshold_uncertainty_score":0.02174598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141670775","doi":"10.1109/tpwrd.2004.834307","title":"A Generalized State-Space Averaged Model of the Three-Level NPC Converter for Systematic DC-Voltage-Balancer and Current-Controller Design","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":125,"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":"Control theory (sociology); Controller (irrigation); Capacitor; Voltage; Engineering; Reference frame; Current (fluid); Converters; State space; State-space representation; Frame (networking); Electronic engineering; Computer science; Mathematics; Control (management); Electrical engineering","authors":[{"name":"Amirnaser Yazdani","is_ca":true},{"name":"Reza Iravani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02676365633545667,"gpt":0.2256426572256656,"spread":0.1988790008902089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226446,0.0006874246,0.0008233383,0.0002790874,0.0003544462,0.0008903696,0.001282559,0.0005952105,0.00324326],"category_scores_gemma":[0.0003392955,0.000231137,0.0006136628,0.0004230187,0.0003032069,0.0009627435,0.0003581294,0.001081652,0.001034823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000477064,"about_ca_system_score_gemma":0.0008044227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326322,"about_ca_topic_score_gemma":0.003694097,"domain_scores_codex":[0.9998047,0.00003862015,0.00001355175,0.00003666511,0.00009364933,0.00001276963],"domain_scores_gemma":[0.999908,0.00001823897,0.00001321957,0.000021173,0.00003463464,0.000004667911],"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":[0.00005185208,0.00004719903,0.000380024,0.0001752095,0.00004092432,0.0002236227,0.000113689,0.8861744,0.02172192,0.04069928,0.001859664,0.04851217],"study_design_scores_gemma":[0.000004699359,0.00002672243,0.00009832016,0.0000052928,0.000008608884,0.00004468947,0.000006087161,0.9918945,0.00147715,0.003465065,0.002962409,0.000006303809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005636224,0.0001577542,0.9865607,0.000066448,0.0000541912,0.00007800958,0.0001551749,0.000602934,0.00668874],"genre_scores_gemma":[0.7471586,0.001043797,0.2360413,0.000131921,0.00009849445,0.0008105399,0.0008359342,0.0001826165,0.01369674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00326322,"threshold_uncertainty_score":0.01084983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033495959","doi":"10.1109/tpel.2013.2256150","title":"Fast Transient Boundary Control and Steady-State Operation of the Dual Active Bridge Converter Using the Natural Switching Surface","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Converters; Transformer; Network topology; Transient (computer programming); Control theory (sociology); Electronic engineering; Computer science; Topology (electrical circuits); Engineering; Normalization (sociology); Voltage; Electrical engineering; Control (management)","authors":[{"name":"Germán G. Oggier","is_ca":false},{"name":"Martin Ordonez","is_ca":true},{"name":"Juan M. Galvez","is_ca":true},{"name":"Federico Luchino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004876326825129144,"gpt":0.2047306622455897,"spread":0.1998543354204605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798936,0.0001883966,0.0002224874,0.0002244778,0.0002019495,0.0004689439,0.0004184647,0.0001883097,0.001128146],"category_scores_gemma":[0.0003663595,0.00007636251,0.0001550279,0.0001184031,0.0003810539,0.0005553224,0.0003243471,0.000260868,0.000182243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733487,"about_ca_system_score_gemma":0.0001673625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001988911,"about_ca_topic_score_gemma":0.0002577053,"domain_scores_codex":[0.9999042,0.0000167873,0.000006569394,0.00001545836,0.00004833007,0.000008785852],"domain_scores_gemma":[0.9998921,0.00002974414,0.00001731055,0.00001935567,0.00003249274,0.000008914531],"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":[0.0004404644,0.0001548207,0.001288656,0.0003061442,0.00001999146,0.0003550807,0.0007011829,0.1056433,0.5076864,0.09802341,0.001196714,0.2841838],"study_design_scores_gemma":[0.00003012457,0.000320584,0.0007212977,0.00002074464,0.000007366858,0.0002413031,0.00006665497,0.8802077,0.1001081,0.01187786,0.006375804,0.00002253622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1243053,0.000143642,0.8649208,0.00007041283,0.00005962886,0.00003644855,0.00001310773,0.0003868349,0.01006392],"genre_scores_gemma":[0.9716371,0.00004953099,0.02720286,0.00001049266,0.000005787802,0.00002346008,0.00001087167,0.00001428966,0.001045671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001128146,"threshold_uncertainty_score":0.003773987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1507954096","doi":"10.1109/jestpe.2015.2433918","title":"Bipolar Ripple Cancellation Method to Achieve Single-Stage Electrolytic-Capacitor-Less High-Power LED Driver","year":2015,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Electrolytic capacitor; Capacitor; Ripple; Film capacitor; Filter capacitor; Electrical engineering; Capacitance; Power factor; Voltage; Electronic engineering; Materials science; Engineering; Physics","authors":[{"name":"Yajie Qiu","is_ca":true},{"name":"Laili Wang","is_ca":true},{"name":"Hongliang Wang","is_ca":true},{"name":"Y.-F. Liu","is_ca":true},{"name":"Paresh C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01239860539553629,"gpt":0.252219928206483,"spread":0.2398213228109467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001240697,0.0003666551,0.0002622858,0.0004522544,0.0002793667,0.0004175772,0.0009953879,0.0004263428,0.003109808],"category_scores_gemma":[0.0002273761,0.0002297795,0.0002851428,0.0003393595,0.0001423209,0.0006960396,0.0002677691,0.0003788746,0.000855612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196513,"about_ca_system_score_gemma":0.0002620739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004823039,"about_ca_topic_score_gemma":0.0008917374,"domain_scores_codex":[0.9998234,0.00001007134,0.0000107576,0.0000413466,0.00009212981,0.00002239617],"domain_scores_gemma":[0.9998419,0.0000220312,0.00002584044,0.00001831275,0.00008029366,0.0000114712],"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":[0.0001479007,0.00008293438,0.0002404035,0.0002447593,0.00003184837,0.0001919342,0.0001190475,0.001742992,0.8652102,0.00423333,0.002026175,0.1257284],"study_design_scores_gemma":[0.00008397419,0.0005798371,0.001330659,0.00003750583,0.00008356119,0.001101176,0.00004833089,0.06088102,0.9122602,0.00145793,0.02208947,0.00004638876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1118734,0.001350952,0.8665975,0.000257544,0.0004143933,0.0001643022,0.0001085973,0.003022075,0.01621115],"genre_scores_gemma":[0.8287849,0.0006159537,0.1584811,0.000226223,0.0001494639,0.00008665369,0.0001154197,0.0001222008,0.01141805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003109808,"threshold_uncertainty_score":0.01040334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175260814","doi":"10.1109/tpel.2021.3076773","title":"A High-Efficiency High-Power-Density On-Board Low-Voltage DC–DC Converter for Electric Vehicles Application","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":118,"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":"China Postdoctoral Science Foundation","keywords":"Electrical engineering; Voltage; Rectifier (neural networks); Capacitor; Materials science; Converters; Reliability (semiconductor); High voltage; Power semiconductor device; Boost converter; Power density; Power (physics); Power electronics; Computer science; Engineering; Physics","authors":[{"name":"Xiang Zhou","is_ca":false},{"name":"Bo Sheng","is_ca":true},{"name":"Wenbo Liu","is_ca":true},{"name":"Yang Chen","is_ca":true},{"name":"Laili Wang","is_ca":false},{"name":"Yan‐Fei Liu","is_ca":true},{"name":"Paresh C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004515368823283341,"gpt":0.2068222619201186,"spread":0.2023068930968352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001217727,0.0004010737,0.0004157723,0.0005020361,0.0004048831,0.0007625874,0.0009342199,0.0004208531,0.007029154],"category_scores_gemma":[0.0001990218,0.0001874782,0.0002821403,0.0005495795,0.0001473299,0.000826475,0.0003589129,0.00087101,0.002966027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179055,"about_ca_system_score_gemma":0.0004411179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008144963,"about_ca_topic_score_gemma":0.001360568,"domain_scores_codex":[0.9997728,0.0000133942,0.000007313931,0.00003647896,0.0001471592,0.00002285919],"domain_scores_gemma":[0.9999,0.000008942649,0.000007985779,0.00001198983,0.00005819596,0.00001289715],"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":[0.000209871,0.0005618319,0.001101931,0.0009907495,0.00007317094,0.0009572558,0.0001537264,0.003966722,0.5916151,0.01264787,0.04343292,0.3442888],"study_design_scores_gemma":[0.0002155367,0.0009975618,0.004550442,0.0001603487,0.00009615836,0.004148882,0.0001824019,0.1009692,0.5055982,0.004366872,0.3785757,0.0001387751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.164284,0.00494757,0.6417789,0.001674211,0.001844803,0.0008791519,0.00114445,0.005904478,0.1775424],"genre_scores_gemma":[0.8622985,0.002576802,0.07891987,0.000764263,0.0002510663,0.0002466701,0.001013502,0.0003485949,0.05358084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007029154,"threshold_uncertainty_score":0.02351481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2342190714","doi":"10.1109/tie.2016.2555279","title":"A Novel Multilevel Multioutput Bidirectional Active Buck PFC Rectifier","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rectifier (neural networks); Harmonics; Inductor; Power factor; Voltage; Precision rectifier; Total harmonic distortion; Waveform; Peak inverse voltage; Electronic engineering; Control theory (sociology); Electrical engineering; Engineering; Topology (electrical circuits); Computer science; Voltage optimisation","authors":[{"name":"Hani Vahedi","is_ca":true},{"name":"Kamal Al‐Haddad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03293116065387216,"gpt":0.2341674002131464,"spread":0.2012362395592742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197238,0.0002426027,0.0003649331,0.000275986,0.0002451317,0.0004585045,0.001016719,0.000475063,0.004221649],"category_scores_gemma":[0.0001634451,0.0001659166,0.000358793,0.0003259513,0.0000988412,0.0006625837,0.000277336,0.000389604,0.001749421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217058,"about_ca_system_score_gemma":0.0002117387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003665658,"about_ca_topic_score_gemma":0.0004734195,"domain_scores_codex":[0.9997939,0.00001638294,0.00001414004,0.00003999566,0.0001164033,0.00001905332],"domain_scores_gemma":[0.9999137,0.000008256085,0.00001481631,0.00001333901,0.00004216722,0.000007774789],"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":[0.0003154946,0.0001127199,0.0005618081,0.0008524969,0.00005665566,0.000767789,0.0002283534,0.01161055,0.5895287,0.01363962,0.005676919,0.3766489],"study_design_scores_gemma":[0.0002155078,0.001264912,0.002705432,0.0001693595,0.0001667346,0.004649844,0.0001267791,0.4766575,0.3617874,0.009385449,0.1427873,0.00008388254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05315603,0.00118027,0.8959329,0.0002552703,0.0002278679,0.0001666903,0.0002976425,0.002789191,0.04599409],"genre_scores_gemma":[0.8232228,0.0009418579,0.1486195,0.0002341717,0.00015175,0.0001087837,0.0003845086,0.0001160841,0.02622063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004221649,"threshold_uncertainty_score":0.01412284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110451027","doi":"10.1109/tpel.2006.879049","title":"Selection of a curved switching surface for buck converters","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","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":"Memorial University of Newfoundland","funders":"","keywords":"Buck converter; Converters; Control theory (sociology); Normalization (sociology); Buck–boost converter; Ćuk converter; Overshoot (microwave communication); Computer science; Voltage; Transient (computer programming); Capacitor; Boost converter; Engineering; Control (management); Electrical engineering; Artificial intelligence","authors":[{"name":"Martin Ordonez","is_ca":true},{"name":"John E. Quaicoe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004808678279062693,"gpt":0.205455811932063,"spread":0.2006471336530003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002291084,0.0004855283,0.000335601,0.0003778709,0.0003419366,0.0006989337,0.0003105983,0.0002657167,0.002508611],"category_scores_gemma":[0.0004301553,0.0001554339,0.0002638575,0.0003682539,0.0004191244,0.0004367291,0.0003722184,0.0003830566,0.0006208334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027595,"about_ca_system_score_gemma":0.0003428152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002699199,"about_ca_topic_score_gemma":0.0003124653,"domain_scores_codex":[0.9998015,0.00003880299,0.00001655697,0.00002933113,0.00008931896,0.00002458899],"domain_scores_gemma":[0.99985,0.00002933165,0.00001809071,0.00003322051,0.0000579444,0.00001135483],"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":[0.0001910525,0.00007886023,0.0008137256,0.0002821517,0.00001230836,0.0004997533,0.0005076881,0.06029672,0.5635796,0.1715034,0.002526702,0.199708],"study_design_scores_gemma":[0.00005209917,0.0006557746,0.001711923,0.00007080319,0.0000222392,0.001181769,0.0002616302,0.5439823,0.3164268,0.05194464,0.0835903,0.00009969798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07941255,0.0002011363,0.8941798,0.0001086088,0.00007672812,0.0001369705,0.00005591973,0.001187627,0.02464068],"genre_scores_gemma":[0.6880954,0.0002690956,0.3019898,0.00008456955,0.00002752726,0.0001879398,0.000127216,0.0002793251,0.008939215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002508611,"threshold_uncertainty_score":0.008392155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106585711","doi":"10.1109/tie.2007.896143","title":"Circulating Current Minimization in High-Frequency AC Power Distribution Architecture With Multiple Inverter Modules Operated in Parallel","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced DC-DC Converters","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":"Inverter; AC power; Inductor; Control theory (sociology); Derating; Voltage; Electronic engineering; Power (physics); Engineering; Electrical engineering; Computer science; Physics; Control (management)","authors":[{"name":"Zhongming Ye","is_ca":true},{"name":"Praveen Jain","is_ca":true},{"name":"P.C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01232990291453025,"gpt":0.2185120224412716,"spread":0.2061821195267413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003016968,0.0003826441,0.0003343465,0.0002405702,0.0002595878,0.0005494276,0.0007773678,0.0001982175,0.0008452978],"category_scores_gemma":[0.0005479985,0.0001493839,0.0001645342,0.0003431426,0.0003614058,0.0007061925,0.0002781192,0.0002556859,0.0001638305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006917443,"about_ca_system_score_gemma":0.0003657237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131568,"about_ca_topic_score_gemma":0.001722388,"domain_scores_codex":[0.9997073,0.00005737923,0.00001830964,0.00007028762,0.000107966,0.00003875123],"domain_scores_gemma":[0.9996048,0.0000702035,0.0001034133,0.00006510838,0.0001298841,0.00002661623],"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":[0.0005672493,0.0003649951,0.001686714,0.0002466698,0.00008399026,0.0002221948,0.0003878346,0.4074858,0.2366439,0.02498431,0.001535431,0.3257909],"study_design_scores_gemma":[0.00006210968,0.0004116557,0.0006309983,0.000004714143,0.00002872601,0.0000832946,0.00002297263,0.961154,0.03244635,0.003910658,0.001235542,0.000008964643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2696828,0.0002520304,0.7255101,0.00008291527,0.00002934505,0.00004869477,0.00001834527,0.0004912585,0.003884456],"genre_scores_gemma":[0.9546862,0.00004397051,0.04433184,0.00001275025,0.00001863328,0.00001672375,0.00001364947,0.00001597246,0.0008601225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00131568,"threshold_uncertainty_score":0.00501895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2177187413","doi":"10.1109/tpel.2007.900560","title":"A New Resonant Gate Drive Circuit for Synchronous Buck Converter","year":2007,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":111,"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":"MOSFET; Gate driver; Electrical engineering; Power MOSFET; RLC circuit; Inductance; Transistor; Buck converter; Noise (video); Field-effect transistor; Electronic engineering; Engineering; Materials science; Computer science; Voltage; Capacitor","authors":[{"name":"Zhihua Yang","is_ca":true},{"name":"S. Ye","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006687439665600348,"gpt":0.2189897639910397,"spread":0.2123023243254393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008689275,0.0002207737,0.0002652399,0.0002049186,0.0001902888,0.0003165419,0.0007555035,0.00035383,0.003083261],"category_scores_gemma":[0.0001264259,0.0001188558,0.0001727971,0.0001233318,0.0001288015,0.0004919893,0.000205581,0.0002550161,0.0006134856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355213,"about_ca_system_score_gemma":0.0002084412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003175584,"about_ca_topic_score_gemma":0.0006515681,"domain_scores_codex":[0.9998475,0.0000106802,0.000008733154,0.00003365776,0.00008149247,0.00001783125],"domain_scores_gemma":[0.9999377,0.00001120485,0.000006282248,0.000007943338,0.00002921903,0.000007644573],"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":[0.000161133,0.00005366519,0.0002662879,0.0003713405,0.00002826876,0.0003679114,0.0001024009,0.00183353,0.7866653,0.007501123,0.003561668,0.1990875],"study_design_scores_gemma":[0.0002978486,0.001331548,0.002898529,0.00008167914,0.0002040821,0.004587534,0.00008521944,0.1496231,0.7087481,0.004600666,0.1274344,0.0001074131],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1106992,0.001909868,0.8530884,0.000471078,0.0006026145,0.0002541542,0.000236314,0.004791643,0.02794681],"genre_scores_gemma":[0.8567372,0.0006960054,0.1236994,0.0006545546,0.0002312486,0.0001147894,0.0001820577,0.0001490349,0.0175357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003083261,"threshold_uncertainty_score":0.01031452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949627523","doi":"10.1109/tia.2019.2923163","title":"Solid-State Transformers for Distribution Systems–Part I: Technology and Construction","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; University of New Brunswick","keywords":"Transformer; Electrical engineering; Electronic engineering; Network topology; Voltage; Power engineering; AC power; Engineering; Electronic circuit; Compensation (psychology); Low voltage; Computer science; Power factor; Computer network","authors":[{"name":"S. A. Saleh","is_ca":true},{"name":"Chistian Richard","is_ca":true},{"name":"X. F. St. Onge","is_ca":true},{"name":"K. McDonald","is_ca":true},{"name":"E. Ozkop","is_ca":false},{"name":"Liuchen Chang","is_ca":true},{"name":"Basim Alsayid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006997962851463731,"gpt":0.238711958071701,"spread":0.2317139952202373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837777,0.0008407127,0.000466243,0.001231403,0.0004197431,0.001512981,0.0005505912,0.001004528,0.007721203],"category_scores_gemma":[0.000455182,0.0003984882,0.0003973086,0.002351513,0.0008739891,0.002122504,0.0006287067,0.001237125,0.005136937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009068758,"about_ca_system_score_gemma":0.000678399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000471552,"about_ca_topic_score_gemma":0.0005554622,"domain_scores_codex":[0.9996355,0.00005778767,0.00004225579,0.00006065881,0.0001832695,0.00002046815],"domain_scores_gemma":[0.9997484,0.00008913434,0.00003658198,0.00003121661,0.00008500684,0.000009709683],"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":[0.00005770678,0.00008182021,0.0003129996,0.004756063,0.00002999698,0.00025264,0.0002583564,0.004860635,0.03734886,0.2160498,0.04071039,0.6952806],"study_design_scores_gemma":[0.000006645555,0.0001107348,0.0002947047,0.0004849863,0.00001516644,0.0007275523,0.00005689502,0.001719936,0.01125741,0.02129148,0.9640127,0.00002184176],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009544998,0.5953435,0.2255451,0.002621289,0.004185523,0.0003192914,0.0005589334,0.0007347076,0.1611468],"genre_scores_gemma":[0.1159083,0.6543593,0.1134201,0.0009248846,0.002738264,0.0003522287,0.001156632,0.0003012166,0.1108392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007721203,"threshold_uncertainty_score":0.02583003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153155893","doi":"10.1109/tpwrd.2009.2032915","title":"A Frequency-Domain Harmonic Model for Compact Fluorescent Lamps","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Power Delivery","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Hydro One (Canada)","funders":"","keywords":"Harmonics; Total harmonic distortion; Harmonic; Electronic engineering; Distortion (music); Harmonic analysis; Power (physics); Frequency domain; Electrical engineering; Attenuation; Engineering; Voltage; Computer science; Acoustics; Physics; Amplifier; Optics","authors":[{"name":"Jing Yong","is_ca":false},{"name":"Liang Chen","is_ca":false},{"name":"Alexandre B. Nassif","is_ca":true},{"name":"Wilsun Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01457118734992986,"gpt":0.2245700365352854,"spread":0.2099988491853555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003597322,0.0006942952,0.0005877374,0.0005166092,0.0003342461,0.00085907,0.001232717,0.001165199,0.003704063],"category_scores_gemma":[0.0009672007,0.0003084721,0.0006481894,0.0005240006,0.0004039035,0.001257689,0.0004402232,0.0006964972,0.001323655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007402424,"about_ca_system_score_gemma":0.0004475733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005088643,"about_ca_topic_score_gemma":0.003242308,"domain_scores_codex":[0.9997881,0.00004723416,0.000008967114,0.00003810146,0.00009763242,0.00002006265],"domain_scores_gemma":[0.9997695,0.00008242415,0.00003288248,0.00003189779,0.00007475918,0.000008499504],"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":[0.00006618434,0.00003583921,0.0003528739,0.0001536388,0.00001879627,0.000171292,0.0001694715,0.936684,0.01252951,0.02826798,0.001921185,0.01962934],"study_design_scores_gemma":[0.000004487027,0.00002457632,0.00009293068,0.000007077433,0.000006694149,0.00004242011,0.00001531517,0.9940984,0.0006574863,0.002680127,0.002363319,0.000007085455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02040106,0.0007850105,0.9568897,0.0002562445,0.0001006305,0.00009570483,0.0003414025,0.0005370723,0.02059322],"genre_scores_gemma":[0.887398,0.002589575,0.06805025,0.0002271617,0.0001489555,0.0003129282,0.0006219267,0.0002500021,0.04040117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005088643,"threshold_uncertainty_score":0.01239133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319962468","doi":"10.1109/tpel.2014.2313130","title":"Bang-Bang Charge Control for LLC Resonant Converters","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":106,"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":"Converters; Capacitor; Bang–bang control; Voltage; Bandwidth (computing); Control theory (sociology); Electronic engineering; Switching frequency; Automatic frequency control; RLC circuit; Switched capacitor; Engineering; Electrical engineering; Computer science; Control (management); Optimal control; Telecommunications; Mathematics","authors":[{"name":"Zhiyuan Hu","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true},{"name":"Paresh C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004267475316390875,"gpt":0.1977534603975669,"spread":0.193485985081176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001086073,0.0001747202,0.0001754649,0.0001481068,0.0002231249,0.0003568133,0.0003426598,0.0001697659,0.001493595],"category_scores_gemma":[0.0001846831,0.00009690542,0.00009536662,0.0001403583,0.0002114069,0.0002769394,0.0001528911,0.000255801,0.0002495735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623994,"about_ca_system_score_gemma":0.0001483033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005449504,"about_ca_topic_score_gemma":0.0008439694,"domain_scores_codex":[0.9998975,0.00001246415,0.000006360096,0.00001466512,0.0000595885,0.000009466706],"domain_scores_gemma":[0.9999361,0.00002217176,0.000008768461,0.000006868891,0.00002153433,0.000004409921],"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":[0.0004210318,0.00009396479,0.0005236164,0.000583318,0.00002391125,0.000265716,0.0003022585,0.01526684,0.3839633,0.03374774,0.002759624,0.5620487],"study_design_scores_gemma":[0.0001859951,0.001082629,0.00248844,0.0001195053,0.00007155148,0.001023733,0.0001630214,0.6404941,0.2717237,0.02233684,0.06018518,0.0001252651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07012465,0.002311737,0.9022446,0.0001942522,0.0002222403,0.0001002841,0.0000366604,0.001547197,0.02321836],"genre_scores_gemma":[0.9452221,0.0004174356,0.04629497,0.00009689031,0.0000383913,0.00004356203,0.0000185562,0.00003810456,0.007829973],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001493595,"threshold_uncertainty_score":0.004996598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166157325","doi":"10.1109/tie.2008.918636","title":"A New Resonant Gate-Drive Circuit With Efficient Energy Recovery and Low Conduction Loss","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":103,"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":"Inductance; Gate driver; RLC circuit; MOSFET; Electrical engineering; Power MOSFET; Thermal conduction; Resonant inverter; Power (physics); Electronic circuit; Materials science; Logic gate; Voltage; Electronic engineering; Engineering; Capacitor; Inverter; Physics; Transistor","authors":[{"name":"Wilson Eberle","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true},{"name":"P.C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01608799893947621,"gpt":0.1864765674800546,"spread":0.1703885685405784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001258278,0.0002264951,0.0003534448,0.00021917,0.0001673502,0.0004047464,0.001280001,0.0003852261,0.001934926],"category_scores_gemma":[0.0001808475,0.0001734302,0.0001848766,0.0001543918,0.0001856359,0.0008744839,0.0002623796,0.0003001919,0.0005064058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004261,"about_ca_system_score_gemma":0.0002779358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002222771,"about_ca_topic_score_gemma":0.0006568657,"domain_scores_codex":[0.9998535,0.00001039974,0.000009185022,0.00003862572,0.00006782536,0.0000204575],"domain_scores_gemma":[0.9999096,0.00001913741,0.00001348672,0.00001063127,0.00003754942,0.00000953654],"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":[0.0001907586,0.00008095244,0.0004405585,0.0005794109,0.00004920326,0.0002438319,0.0001052022,0.001730752,0.8363965,0.01155414,0.002810874,0.1458179],"study_design_scores_gemma":[0.0002853179,0.001528183,0.002736071,0.00007113793,0.0002370448,0.003873856,0.00009106432,0.1123869,0.7777974,0.003237152,0.09764656,0.0001092891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1222062,0.0016711,0.8598074,0.0003337378,0.0003368048,0.000292091,0.0002092318,0.002669038,0.01247445],"genre_scores_gemma":[0.7872517,0.000655307,0.2017055,0.0004949615,0.0001250819,0.0001489675,0.000215945,0.0001265449,0.009276063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001934926,"threshold_uncertainty_score":0.006472945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248383129","doi":"10.1109/tpel.2015.2496333","title":"An Accurate Design Algorithm for LLC Resonant Converters—Part I","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":103,"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":"Converters; Waveform; Algorithm design; Electronic engineering; Automation; Energy (signal processing); Electronic design automation; Computer science; Energy conservation; Algorithm; Frequency domain; Engineering; Voltage; Electrical engineering; Mathematics","authors":[{"name":"Zhiyuan Hu","is_ca":true},{"name":"Laili Wang","is_ca":true},{"name":"Hongliang Wang","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true},{"name":"Paresh C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02552341889301535,"gpt":0.2577695306106541,"spread":0.2322461117176387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006882829,0.0008750299,0.0005905064,0.0005039174,0.0003877989,0.0009267083,0.0008077899,0.0007035469,0.005010208],"category_scores_gemma":[0.001731188,0.0005506538,0.0004194889,0.0004813741,0.0004726386,0.0009950082,0.00062086,0.001038021,0.001878697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005642478,"about_ca_system_score_gemma":0.0006936772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005991157,"about_ca_topic_score_gemma":0.0007116761,"domain_scores_codex":[0.999451,0.00009887568,0.00003309136,0.00007117823,0.0003171572,0.00002864053],"domain_scores_gemma":[0.999663,0.0001210597,0.00003631466,0.00006746939,0.0001058471,0.000006368071],"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":[0.00006855009,0.000053086,0.0003050978,0.0002470684,0.00002938781,0.00007653619,0.0001920282,0.3967355,0.02790964,0.1169699,0.00587166,0.4515417],"study_design_scores_gemma":[0.00002740354,0.00006460276,0.00008182801,0.00003373948,0.0000142216,0.00009888573,0.00002379585,0.9376504,0.007160155,0.03558674,0.01924136,0.00001690229],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004115739,0.00002980226,0.9984142,0.00001715578,0.00001037568,0.0000133142,0.000006309051,0.0001080273,0.0009892154],"genre_scores_gemma":[0.06130311,0.0001931905,0.9349045,0.00007276238,0.00003335406,0.0001890728,0.00007413256,0.0001352805,0.003094654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005010208,"threshold_uncertainty_score":0.01676083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2537846764","doi":"10.1109/epe.2007.4417438","title":"A novel nine-switch PWM rectifier-inverter topology for three-phase UPS applications","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Rockwell Automation (Canada); Toronto Metropolitan University","funders":"","keywords":"Pulse-width modulation; Topology (electrical circuits); Rectifier (neural networks); Inverter; Computer science; PWM rectifier; Three-phase; Electronic engineering; Electrical engineering; Voltage; Engineering","authors":[{"name":"Congwei Liu","is_ca":true},{"name":"Bin Wu","is_ca":true},{"name":"Navid R. Zargari","is_ca":true},{"name":"Dewei Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01948011553797636,"gpt":0.2905400129081294,"spread":0.2710598973701531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108442,0.0002975976,0.0003667145,0.0002677658,0.0002512512,0.0004274978,0.0007132014,0.0003383125,0.005227177],"category_scores_gemma":[0.0001310103,0.0001196013,0.000233431,0.0005000088,0.00012578,0.0006944018,0.0002261793,0.0004994265,0.001382601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292907,"about_ca_system_score_gemma":0.0001620248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008232058,"about_ca_topic_score_gemma":0.0002009158,"domain_scores_codex":[0.9998957,0.00001616661,0.0000119252,0.00001398672,0.00005196416,0.0000102089],"domain_scores_gemma":[0.9999381,0.00001350912,0.00001090479,0.000008162761,0.00002226856,0.000007107014],"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":[0.0002574965,0.000208533,0.000594092,0.000881024,0.00004356095,0.0008312545,0.0001278345,0.005665482,0.4789917,0.02483774,0.005954775,0.4816065],"study_design_scores_gemma":[0.0005570094,0.003444484,0.006744505,0.0002095166,0.0002623732,0.01186262,0.0002176281,0.224655,0.4491083,0.03625543,0.266561,0.0001220007],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06140319,0.001159433,0.913727,0.00023614,0.0003158218,0.0001763873,0.0002660582,0.00193761,0.02077826],"genre_scores_gemma":[0.766494,0.00144828,0.2205623,0.0002215727,0.0002981442,0.0001680359,0.0006092556,0.0001639669,0.01003441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005227177,"threshold_uncertainty_score":0.01748663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281865819","doi":"10.1155/2022/7840102","title":"An Effective Charger for Plug-In Hybrid Electric Vehicles (PHEV) with an Enhanced PFC Rectifier and ZVS-ZCS DC/DC High-Frequency Converter","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"VIT University","keywords":"Ripple; Rectifier (neural networks); Boost converter; Electrical engineering; Ćuk converter; Inductor; Capacitor; Battery charger; Controller (irrigation); Forward converter; Voltage; Electronic engineering; Computer science; Power (physics); Engineering; Physics; Battery (electricity)","authors":[{"name":"G. Kanimozhi","is_ca":false},{"name":"L. Natrayan","is_ca":false},{"name":"S. Angalaeswari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003434208299322445,"gpt":0.2100762220549613,"spread":0.2066420137556389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001492751,0.0003013659,0.0003104009,0.0002476242,0.0002401249,0.0004068358,0.0008719508,0.0003181618,0.00255994],"category_scores_gemma":[0.0001242327,0.0001357695,0.0002615135,0.0002175295,0.0001068577,0.0006248352,0.0002712368,0.0003844341,0.0007660895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008315,"about_ca_system_score_gemma":0.000210006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005625582,"about_ca_topic_score_gemma":0.0007078875,"domain_scores_codex":[0.9998248,0.00001638241,0.000007084232,0.00003067575,0.0001039498,0.00001723503],"domain_scores_gemma":[0.9999474,0.000005632704,0.00000638266,0.000008292475,0.00002818872,0.000004105926],"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":[0.000475893,0.0002466321,0.001417875,0.0007226873,0.000103106,0.0006767965,0.0001116997,0.01049769,0.6087453,0.008795951,0.006861812,0.3613446],"study_design_scores_gemma":[0.0003005532,0.002165744,0.007513862,0.00006078324,0.0002463998,0.004060576,0.000117879,0.1889774,0.6849079,0.002447075,0.1091233,0.00007858971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1681905,0.002325993,0.8016065,0.0003080852,0.0004151991,0.0003790005,0.0002466507,0.003779777,0.02274832],"genre_scores_gemma":[0.9431403,0.000523984,0.04336746,0.0001237651,0.00007013422,0.00008599025,0.0001979086,0.00004554325,0.01244494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00255994,"threshold_uncertainty_score":0.008563817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1940072967","doi":"10.1109/pesc.2001.954002","title":"A novel modeling and control method for three-phase PWM converters","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":98,"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":"Control theory (sociology); Pulse-width modulation; Controller (irrigation); Converters; Voltage source; Nonlinear system; Power (physics); Computer science; Three-phase; AC power; Voltage; Engineering; Control (management); Physics; Electrical engineering","authors":[{"name":"Y. Ye","is_ca":true},{"name":"Mehrdad Kazerani","is_ca":true},{"name":"V.H. Quintana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02890936942298212,"gpt":0.268607527147471,"spread":0.2396981577244889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002697367,0.0008502156,0.0005896689,0.0004142363,0.0003851684,0.0007702674,0.001121641,0.0007299202,0.002698026],"category_scores_gemma":[0.0003200724,0.0003123971,0.0006517193,0.0004504648,0.0004332148,0.0008596063,0.0005221994,0.001081306,0.001029412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290683,"about_ca_system_score_gemma":0.0005003872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436785,"about_ca_topic_score_gemma":0.001040544,"domain_scores_codex":[0.9997628,0.000044956,0.00001409761,0.00004268539,0.0001244241,0.00001109726],"domain_scores_gemma":[0.9999375,0.0000155394,0.000008746342,0.000009375003,0.00002456526,0.000004319447],"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":[0.00007448772,0.0001329704,0.0002836851,0.0006981716,0.00007160196,0.0005244283,0.0003219965,0.3145099,0.08461284,0.2252614,0.005763812,0.3677447],"study_design_scores_gemma":[0.00001923682,0.00007170065,0.00009886823,0.00003266643,0.00001813852,0.0002216968,0.00001424062,0.9496567,0.004823636,0.01349416,0.03152799,0.00002098798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000496482,0.0001818771,0.9973183,0.00003147462,0.0000567823,0.00002353378,0.00001316771,0.0001612208,0.001717098],"genre_scores_gemma":[0.1994864,0.002012661,0.7782372,0.000168141,0.0002594898,0.0006418478,0.0002336623,0.0001912748,0.01876938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002698026,"threshold_uncertainty_score":0.009025812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964310646","doi":"10.1109/tcsi.2010.2071490","title":"Digitally Controlled Current-Mode DC–DC Converter IC","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems I Regular Papers","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Linearity; Converters; Resistor; Digital control; Computer science; Electrical engineering; Electronic engineering; Topology (electrical circuits); Voltage; Engineering","authors":[{"name":"Olivier Trescases","is_ca":true},{"name":"Aleksandar Prodić","is_ca":true},{"name":"Wai Tung Ng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00876987894508695,"gpt":0.2148951474115166,"spread":0.2061252684664297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001602071,0.0003849539,0.0002412261,0.0004268419,0.0002294212,0.00080077,0.001050138,0.0004146749,0.02036235],"category_scores_gemma":[0.000615452,0.0001290055,0.0001314257,0.0003378834,0.0001485351,0.0004988104,0.0002276076,0.0004562594,0.006447709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796986,"about_ca_system_score_gemma":0.0005124193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003330666,"about_ca_topic_score_gemma":0.0004312889,"domain_scores_codex":[0.9996741,0.00002120284,0.00002317219,0.00007735084,0.0001692168,0.00003504436],"domain_scores_gemma":[0.9996729,0.00005844194,0.00002664857,0.00006049782,0.0001638068,0.0000176737],"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":[0.0001876408,0.0001390484,0.0004494865,0.0006878549,0.0000261822,0.0003066193,0.0001726399,0.002435863,0.7016269,0.007311555,0.01506986,0.2715864],"study_design_scores_gemma":[0.00008546204,0.0007778539,0.002123342,0.0001090753,0.00006950911,0.002381779,0.00006697471,0.04195759,0.7618527,0.001596433,0.1889227,0.0000566856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09262779,0.002728392,0.6836855,0.0006752757,0.001482562,0.001100929,0.001397708,0.0247927,0.1915092],"genre_scores_gemma":[0.7498684,0.0008519308,0.1476929,0.001311282,0.0003679341,0.0003887753,0.0008168878,0.000413172,0.09828874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02036235,"threshold_uncertainty_score":0.06811881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025510598","doi":"10.1109/tia.2014.2344502","title":"Power Factor Correction in Bridgeless-Luo Converter-Fed BLDC Motor Drive","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":95,"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":"Motor drive; Power factor; Commutation; Voltage; Control theory (sociology); DC motor; Inductor; Inverter; Electronic speed control; Universal motor; Power (physics); Mains electricity; Induction motor; Engineering; Computer science; Electrical engineering; Physics; Control (management)","authors":[{"name":"Bhim Singh","is_ca":false},{"name":"Vashist Bist","is_ca":false},{"name":"Ambrish Chandra","is_ca":true},{"name":"Kamal Al‐Haddad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008176170437973,"gpt":0.2237936849329018,"spread":0.2156175144949288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001984268,0.0002564545,0.0002666433,0.0002376126,0.0001808638,0.0003314773,0.0005854144,0.0002778203,0.001434124],"category_scores_gemma":[0.0004638468,0.0000935854,0.0001227199,0.0002965358,0.0001363621,0.0003535601,0.0001272356,0.0002898738,0.0004986597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843128,"about_ca_system_score_gemma":0.0001374047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006146752,"about_ca_topic_score_gemma":0.0007076777,"domain_scores_codex":[0.9998121,0.00002490675,0.00001260913,0.0000341595,0.0001055169,0.00001075255],"domain_scores_gemma":[0.9998419,0.00003309625,0.00003205536,0.00001551146,0.00007017364,0.000007162374],"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":[0.0006548614,0.0002259891,0.002077132,0.001049057,0.00003685904,0.0005366121,0.0002495872,0.01213255,0.4700854,0.002532546,0.002323086,0.5080963],"study_design_scores_gemma":[0.0004147791,0.003323535,0.01522242,0.0001619421,0.0001052616,0.002899867,0.0001374054,0.3865245,0.5413147,0.002923507,0.04689685,0.00007525284],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2464487,0.001833951,0.7388394,0.0001762976,0.0001323928,0.0001517944,0.0001121992,0.002921542,0.009383747],"genre_scores_gemma":[0.9573882,0.0003762347,0.03848576,0.00004983812,0.00003716187,0.00003418168,0.00009131942,0.00005374682,0.003483415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001434124,"threshold_uncertainty_score":0.004797578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077329790","doi":"10.1109/tpel.2012.2195682","title":"A Comparison of Soft-Switched DC-to-DC Converters for Electrolyzer Application","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Converters; Forward converter; Flyback converter; Ćuk converter; Boost converter; Transformer; Electronic engineering; Voltage; Electrical engineering; Computer science; Engineering; Materials science","authors":[{"name":"Deepak Gautam","is_ca":true},{"name":"Ashoka K. S. Bhat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01088785668450174,"gpt":0.2719881840971442,"spread":0.2611003274126424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002288032,0.0004047266,0.0004400151,0.0005470242,0.0003187468,0.001023105,0.0007167117,0.0004546404,0.004929125],"category_scores_gemma":[0.0003617845,0.0001228159,0.0003746622,0.0006720044,0.0001086095,0.0006039243,0.0001982558,0.0004050256,0.001090986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666126,"about_ca_system_score_gemma":0.0003113853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006432158,"about_ca_topic_score_gemma":0.001220896,"domain_scores_codex":[0.9996759,0.00003755117,0.00002480563,0.00004689694,0.0001852595,0.00002955859],"domain_scores_gemma":[0.9997175,0.00006800726,0.00001117448,0.00003739185,0.0001478635,0.00001791123],"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":[0.002721893,0.000439318,0.001985268,0.001796282,0.0001801378,0.0004048612,0.0003056595,0.01621,0.4458096,0.006655239,0.003728102,0.5197636],"study_design_scores_gemma":[0.0004219227,0.004342413,0.01863628,0.0002445758,0.0004774463,0.002291771,0.0005944613,0.1691321,0.7089775,0.004689492,0.09005567,0.0001363004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6561381,0.01067467,0.2271517,0.0003287972,0.0006586001,0.0004204159,0.0006901436,0.002313962,0.1016236],"genre_scores_gemma":[0.9749536,0.001826233,0.01413749,0.00008895017,0.00004311025,0.00005706215,0.0002556821,0.00006106982,0.008576826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004929125,"threshold_uncertainty_score":0.01648957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105040275","doi":"10.1109/tpel.2003.820549","title":"A Zero Voltage Transition Boost Converter Employing a Soft Switching Auxiliary Circuit With Reduced Conduction Losses","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Boost converter; Capacitor; Topology (electrical circuits); Ćuk converter; Power factor; Inductor; Electronic engineering; Buck–boost converter; Voltage; Electronic circuit; Power (physics); Network topology; Engineering; Computer science; Electrical engineering; Physics","authors":[{"name":"Nikhil Jain","is_ca":false},{"name":"Praveen Jain","is_ca":true},{"name":"G. Joós","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008763642931737987,"gpt":0.2070460386477649,"spread":0.1982823957160269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118244,0.0001940408,0.0002897478,0.00026065,0.00016544,0.0006121682,0.0006318911,0.0002695161,0.001601781],"category_scores_gemma":[0.000174521,0.0001206637,0.0002270031,0.0002869361,0.0002096355,0.0004339062,0.0001985316,0.0004902289,0.0005183877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421231,"about_ca_system_score_gemma":0.0002665795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196947,"about_ca_topic_score_gemma":0.0002714749,"domain_scores_codex":[0.9999014,0.00001024855,0.000005043885,0.00001718622,0.0000534313,0.00001278583],"domain_scores_gemma":[0.9999338,0.00001235433,0.00001062207,0.0000091595,0.00002509606,0.00000883654],"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":[0.0003419272,0.0001260272,0.0007636601,0.0003762735,0.00002744151,0.0003818383,0.0001517368,0.005454945,0.7684913,0.01619174,0.001177349,0.2065158],"study_design_scores_gemma":[0.000275279,0.002322059,0.00448607,0.00007374525,0.0001596062,0.005155638,0.0001096552,0.1552518,0.7755231,0.007926052,0.04864446,0.00007251717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1915157,0.0006050603,0.7890704,0.0001981767,0.0001711193,0.0001319001,0.00009399349,0.001776617,0.01643705],"genre_scores_gemma":[0.9204361,0.0003171804,0.07091904,0.0001165242,0.00005788515,0.00004284958,0.0001021702,0.00006708567,0.007941107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001601781,"threshold_uncertainty_score":0.005358517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231739559","doi":"10.1109/tie.2014.2316216","title":"An Adaptive Nonlinear Current Observer for Boost PFC AC/DC Converters","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":94,"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":"Control theory (sociology); Inductor; Converters; Observer (physics); Boost converter; Current sensor; Nonlinear system; Computer science; Current (fluid); Electronic engineering; Engineering; Voltage; Control (management); Electrical engineering; Physics","authors":[{"name":"Majid Pahlevani","is_ca":true},{"name":"Shangzhi Pan","is_ca":true},{"name":"Suzan Eren","is_ca":true},{"name":"Alireza Bakhshai","is_ca":true},{"name":"Praveen Jain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03582070548071163,"gpt":0.2583569415599393,"spread":0.2225362360792277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005596335,0.0005498755,0.0006946943,0.0002902428,0.0002829382,0.0005864506,0.0009946498,0.0006408518,0.001163993],"category_scores_gemma":[0.0009902079,0.0001741796,0.0003491055,0.0002523799,0.0005237093,0.0006122625,0.0004928483,0.0009467765,0.0003587423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005478601,"about_ca_system_score_gemma":0.0006545659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003841839,"about_ca_topic_score_gemma":0.00218673,"domain_scores_codex":[0.9996395,0.00004082279,0.00002858486,0.00008495276,0.0001791941,0.00002687277],"domain_scores_gemma":[0.9995558,0.00009815479,0.00007783507,0.0000442553,0.0002051759,0.00001879647],"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":[0.0004846675,0.0002082852,0.00170153,0.0007550925,0.00008117846,0.0005824711,0.0004894966,0.4318566,0.1627252,0.01546709,0.002717655,0.3829308],"study_design_scores_gemma":[0.00003037995,0.0001335008,0.0003811152,0.00001439183,0.00001379073,0.00006200957,0.00001140165,0.9873746,0.008730051,0.0007017399,0.00253462,0.0000124011],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01018675,0.0003186135,0.9858992,0.00007938151,0.0001108085,0.00006930662,0.00001606453,0.0006553014,0.00266453],"genre_scores_gemma":[0.8837025,0.000601911,0.1097938,0.0001208355,0.0001216274,0.0001739366,0.00007989923,0.00003621046,0.005369155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003841839,"threshold_uncertainty_score":0.007638991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2569690355","doi":"10.1109/tpel.2017.2650482","title":"A Primary Full-Integrated Active Filter Auxiliary Power Module in Electrified Vehicles With Single-Phase Onboard Chargers","year":2017,"lang":"en","type":"article","venue":"IEEE Transactions on Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Canada Excellence Research Chairs, Government of Canada; Canada Research Chairs","keywords":"Electrical engineering; Battery (electricity); Battery charger; Capacitor; Engineering; Buck converter; Harmonic; Power (physics); Voltage; Electronic engineering; Computer science; Physics","authors":[{"name":"Ruoyu Hou","is_ca":true},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008948211446531297,"gpt":0.2234980663431609,"spread":0.2145498548966296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513858,0.0003324734,0.0003639332,0.0002658944,0.0002774616,0.0005211395,0.001321755,0.0005718967,0.002074639],"category_scores_gemma":[0.0001289958,0.0001756437,0.0003651941,0.0002407241,0.0001916808,0.0008949742,0.0003465733,0.0004184238,0.0008295003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705212,"about_ca_system_score_gemma":0.0002757475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006986068,"about_ca_topic_score_gemma":0.0007995032,"domain_scores_codex":[0.999817,0.00002350934,0.0000102046,0.00004341273,0.00008143156,0.00002449558],"domain_scores_gemma":[0.9999282,0.000006452103,0.000007242847,0.00001139023,0.00003684646,0.000009780029],"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":[0.0004948676,0.0002643934,0.002948996,0.0006204399,0.000101043,0.001076068,0.000314815,0.01169351,0.6122732,0.007390828,0.003319344,0.3595025],"study_design_scores_gemma":[0.0001375626,0.002794426,0.008274193,0.0001391713,0.0002143524,0.004199638,0.0003430238,0.3025284,0.5903316,0.0037427,0.08720404,0.00009098063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3687047,0.002012008,0.6007491,0.0002871246,0.0002382811,0.0002485926,0.0001506017,0.002114029,0.02549565],"genre_scores_gemma":[0.9597037,0.000353546,0.0291964,0.0000760269,0.00002955394,0.0000433978,0.00006827484,0.00003400701,0.0104951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002074639,"threshold_uncertainty_score":0.006940305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166300105","doi":"10.1109/tie.2007.891663","title":"A Comparative Study of Zero-Current-Transition PWM Converters","year":2007,"lang":"en","type":"article","venue":"IEEE Industrial Electronics Magazine","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":92,"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":"Converters; Pulse-width modulation; Electronic engineering; Electronic circuit; Boost converter; Power (physics); Current (fluid); Computer science; Control theory (sociology); Physics; Engineering; Voltage; Electrical engineering; Control (management)","authors":[{"name":"Pritam Das","is_ca":true},{"name":"Gerry Moschopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03449952453067334,"gpt":0.2788085496552224,"spread":0.2443090251245491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002615748,0.0002145194,0.0003704793,0.0008318856,0.0002576011,0.0008605772,0.0004763386,0.0002811677,0.003550203],"category_scores_gemma":[0.0006693437,0.00009000653,0.0002509512,0.0009624794,0.0001154519,0.001148899,0.0001929047,0.0002449424,0.0006485475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387863,"about_ca_system_score_gemma":0.0001837993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003524183,"about_ca_topic_score_gemma":0.0003957315,"domain_scores_codex":[0.999733,0.00002963417,0.00001421031,0.00003234098,0.0001671777,0.00002356454],"domain_scores_gemma":[0.9997951,0.00005046172,0.00001068673,0.00002601134,0.0001034466,0.00001417329],"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":[0.001342883,0.0002300327,0.004701619,0.0007982655,0.00007651121,0.0005091641,0.0003815955,0.02152788,0.1235657,0.03377473,0.003200774,0.8098909],"study_design_scores_gemma":[0.0001897226,0.004793571,0.04092522,0.0005252629,0.0003049698,0.006335062,0.00109325,0.2491438,0.4414668,0.02571112,0.2293643,0.0001469675],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5775281,0.02010143,0.1490853,0.000219772,0.0002445492,0.0001806891,0.0003531757,0.0007821763,0.2515049],"genre_scores_gemma":[0.9667513,0.004366362,0.01441907,0.00005998711,0.00005585971,0.00002923993,0.0003609874,0.00006744616,0.01388977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003550203,"threshold_uncertainty_score":0.01187658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1922705584","doi":"10.1109/pesc.1995.474894","title":"A novel zero-voltage switched PWM boost converter","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","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":"Concordia University","funders":"","keywords":"Pulse-width modulation; Power (physics); Voltage; Boost converter; Zero (linguistics); Electronic engineering; Computer science; Set (abstract data type); Control theory (sociology); Topology (electrical circuits); Electrical engineering; Control (management); Engineering; Physics; Artificial intelligence","authors":[{"name":"Gerry Moschopoulos","is_ca":true},{"name":"P. Jain","is_ca":true},{"name":"G. Joós","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01566430047141627,"gpt":0.1960734432198613,"spread":0.180409142748445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001094753,0.000252056,0.0003597742,0.0003039745,0.0002663344,0.0007971168,0.0007132721,0.0003521723,0.003438965],"category_scores_gemma":[0.0001342228,0.0001681973,0.000225675,0.0002933387,0.00019176,0.0006093953,0.0002935144,0.0004409296,0.001280464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816322,"about_ca_system_score_gemma":0.000327718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002198972,"about_ca_topic_score_gemma":0.0002906994,"domain_scores_codex":[0.9998641,0.00001213883,0.000007388466,0.00002532101,0.00007638032,0.00001460519],"domain_scores_gemma":[0.9999412,0.000007329052,0.000006222435,0.00000616998,0.00002833277,0.00001075738],"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":[0.0002666102,0.0001587639,0.0006602733,0.0007156312,0.0000529807,0.0007987159,0.0001811053,0.009113801,0.4725181,0.04519753,0.008772558,0.4615639],"study_design_scores_gemma":[0.0003719036,0.00139248,0.002776322,0.000140427,0.0002316032,0.00629761,0.000150556,0.3043757,0.3750387,0.02873142,0.2803585,0.0001349253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05045155,0.002305829,0.8970742,0.0004759117,0.0006191619,0.0001621218,0.0001660352,0.003242367,0.04550276],"genre_scores_gemma":[0.7594079,0.002408049,0.1894437,0.0005635665,0.0004597525,0.0001625041,0.0003359239,0.0001074808,0.04711106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003438965,"threshold_uncertainty_score":0.01150453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}