{"meta":{"query_hash":"42f5080417f4","filters":{"venue":"IET Power Electronics"},"cohort_total":77,"direct_labels_cover":0,"predictions_cover":77,"exported":77,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/42f5080417f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=IET+Power+Electronics"},"results":[{"id":"W1967673717","doi":"10.1049/iet-pel:20070051","title":"Design, study, modelling and control of a new single-phase high power factor rectifier based on the single-ended primary inductance converter and the Sheppard–Taylor topology","year":2009,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Power factor; Control theory (sociology); Total harmonic distortion; Rectifier (neural networks); Topology (electrical circuits); Pulse-width modulation; Voltage source; Engineering; Three-phase; Electronic engineering; Computer science; Voltage; Electrical engineering; Control (management)","score_opus":0.01790759800178228,"score_gpt":0.22271433633124108,"score_spread":0.20480673832945878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967673717","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20557971,0.0015390085,0.7895954,0.0017015123,0.00022935431,0.0010585713,0.000008322853,0.00011072723,0.00017736966],"genre_scores_gemma":[0.99736243,0.000045733956,0.0010088275,0.0014492284,0.00002937534,0.000021947471,0.000002417902,0.000047937017,0.00003210006],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99823916,0.00018814241,0.00039221998,0.0003822471,0.00025180462,0.0005464441],"domain_scores_gemma":[0.9985095,0.0006793494,0.00011594644,0.0005331081,0.00006635248,0.00009569745],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030125212,0.00036169577,0.0005176348,0.00008790468,0.000101416,0.00005805321,0.00024773457,0.00014127864,0.000048731243],"category_scores_gemma":[0.000059749676,0.00024529442,0.00006853267,0.00018216032,0.00017408625,0.00015077765,0.00001944219,0.00053288706,0.00000207386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027804296,0.0048931604,0.00034726353,0.00016195612,0.0028777737,0.00014806198,0.034977295,0.07939679,0.49914593,0.0188512,0.0027716504,0.3286246],"study_design_scores_gemma":[0.029970564,0.0082434565,0.00028057667,0.00007827059,0.00030645108,0.00004510651,0.0005200525,0.9175427,0.022578506,0.017537417,0.001696293,0.0012006061],"about_ca_topic_score_codex":0.000007354882,"about_ca_topic_score_gemma":0.00000771032,"teacher_disagreement_score":0.8381459,"about_ca_system_score_codex":0.00018543201,"about_ca_system_score_gemma":0.00007774058,"threshold_uncertainty_score":0.99999994},"labels":[],"label_agreement":null},{"id":"W1968541431","doi":"10.1049/iet-pel.2014.0775","title":"Generalised approach for predictive control with common‐mode voltage mitigation in multilevel diode‐clamped converters","year":2015,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Converters; Control theory (sociology); Weighting; Model predictive control; Voltage; Electronic engineering; Computer science; Capacitor; Engineering; Control (management); Electrical engineering","score_opus":0.010404940757392506,"score_gpt":0.2178714688735054,"score_spread":0.20746652811611288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968541431","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08605881,0.0003073045,0.9111209,0.000089926594,0.00023261682,0.0012023307,0.0001399847,0.0002560959,0.00059201976],"genre_scores_gemma":[0.9969837,0.000014802596,0.0014009108,0.00073621556,0.00004744103,0.00043546106,0.0002094726,0.00009015304,0.00008186342],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99826884,0.000042714997,0.0003451896,0.0003663194,0.0002686768,0.00070822705],"domain_scores_gemma":[0.99924505,0.00005409427,0.00006326313,0.00031397043,0.00012576242,0.00019784045],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018959379,0.0003485842,0.0004322742,0.00012770064,0.000045290006,0.000057089284,0.000247456,0.0001852058,0.0000073834876],"category_scores_gemma":[0.000013220255,0.00032652772,0.00008950195,0.00014533973,0.00007109185,0.00030340606,0.000012927143,0.00034702447,0.000004503553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004524683,0.00080259336,0.021540895,0.00043487202,0.0017295338,0.00003982738,0.017812,0.8593643,0.029063392,0.0027135804,0.04020485,0.021769507],"study_design_scores_gemma":[0.0074076066,0.00031845176,0.0005924947,0.000022169606,0.000050211343,0.0000067630276,0.00022397735,0.98638433,0.0028935575,0.00024055582,0.001437401,0.00042249679],"about_ca_topic_score_codex":0.0000702837,"about_ca_topic_score_gemma":0.00012580022,"teacher_disagreement_score":0.91092485,"about_ca_system_score_codex":0.0004985905,"about_ca_system_score_gemma":0.00015590579,"threshold_uncertainty_score":0.9999187},"labels":[],"label_agreement":null},{"id":"W1971473570","doi":"10.1049/iet-pel.2008.0034","title":"Static synchronous compensators (STATCOM): a review","year":2009,"lang":"en","type":"review","venue":"IET Power Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":379,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Static VAR compensator; Control theory (sociology); Electric power system; Flexible AC transmission system; Computer science; Control engineering; Controller (irrigation); AC power; Voltage source; Engineering; Voltage; Power (physics); Control (management); Power flow; Electrical engineering","score_opus":0.012398988230037626,"score_gpt":0.2838507598983022,"score_spread":0.2714517716682646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971473570","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.5769667e-7,0.9920323,0.0022832446,0.000017790679,0.00058432657,0.0019588973,0.000029955037,0.0006006845,0.0024923275],"genre_scores_gemma":[0.000015958722,0.9989333,0.00012883976,0.00012791879,0.00011756489,0.00022741058,0.00011030356,0.00017587445,0.00016282118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725074,0.00015782245,0.0010431054,0.00041850508,0.00030767274,0.0008221827],"domain_scores_gemma":[0.9988014,0.00006660929,0.00023781614,0.0006974328,0.000050391733,0.00014632293],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041367114,0.00072774047,0.002355557,0.00015829981,0.00007171447,0.000064505955,0.0003741551,0.0003831521,0.00013661245],"category_scores_gemma":[0.000027108297,0.0006437053,0.0005810548,0.000572098,0.00002007987,0.000099853976,0.000022451944,0.0011183337,0.00059186155],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.331703e-7,0.000019005633,1.577021e-8,0.058184743,0.00020044316,0.000017291419,0.000018266059,0.000020868738,2.628289e-7,0.00019627035,0.019503307,0.921839],"study_design_scores_gemma":[0.00008653317,0.00015306119,9.4691025e-8,0.04098821,0.0004758423,0.00016689108,0.000001582559,0.00009426521,6.2970173e-7,0.000047292076,0.957372,0.00061359786],"about_ca_topic_score_codex":0.0000060574394,"about_ca_topic_score_gemma":0.00001207497,"teacher_disagreement_score":0.9378687,"about_ca_system_score_codex":0.0009802802,"about_ca_system_score_gemma":0.00032204625,"threshold_uncertainty_score":0.9996014},"labels":[],"label_agreement":null},{"id":"W1979565675","doi":"10.1049/iet-pel.2011.0499","title":"Cascading of diode bypassed transistor‐voltage‐source units in multilevel inverters","year":2013,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Inverter; Transistor; Electrical engineering; Electronic engineering; Grid-tie inverter; Engineering; Waveform; Voltage; Power semiconductor device; Diode; Topology (electrical circuits); Computer science; Maximum power point tracking","score_opus":0.007972991244851403,"score_gpt":0.17985060093716856,"score_spread":0.17187760969231716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979565675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8692264,0.0012476821,0.12623587,0.00009018625,0.0004978262,0.00053603883,0.000016074859,0.00028461305,0.0018653186],"genre_scores_gemma":[0.9991073,0.00010733418,0.00016116077,0.00023323703,0.000016435903,0.000047155867,0.00001117416,0.000076675315,0.00023950404],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99832433,0.00003241108,0.0004494136,0.00026270497,0.00022371858,0.00070738926],"domain_scores_gemma":[0.99933434,0.000068084606,0.00005475041,0.0003343855,0.00007534641,0.00013309563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011603028,0.00029986253,0.00038449236,0.00022457574,0.000034493165,0.000030407973,0.00031924716,0.0001785646,0.00018967933],"category_scores_gemma":[0.00001891188,0.0003191033,0.00009522492,0.00037977047,0.000056169254,0.00027574995,0.000019661456,0.00041179985,0.000050212406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000899161,0.00029185606,0.00887581,0.0005703927,0.0006248307,0.000035425022,0.024654217,0.023403717,0.55442643,0.0008335698,0.031036703,0.3551571],"study_design_scores_gemma":[0.0012192368,0.00008064473,0.003672594,0.00008219674,0.000022513663,0.000007705863,0.00037888813,0.9552486,0.029038751,0.000085471635,0.009656026,0.0005073927],"about_ca_topic_score_codex":0.00040666887,"about_ca_topic_score_gemma":0.00023331854,"teacher_disagreement_score":0.9318449,"about_ca_system_score_codex":0.0002897663,"about_ca_system_score_gemma":0.00007516815,"threshold_uncertainty_score":0.9999261},"labels":[],"label_agreement":null},{"id":"W1980191829","doi":"10.1049/iet-pel.2013.0047","title":"Overview of wireless power transfer technologies for electric vehicle battery charging","year":2013,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":417,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Delta-Q Technologies (Canada)","funders":"","keywords":"Wireless power transfer; Battery (electricity); Electric vehicle; Wireless; Electrical engineering; Maximum power transfer theorem; Automotive engineering; Automotive battery; Computer science; Power (physics); Transfer (computing); Engineering; Telecommunications; Physics","score_opus":0.010590517117552533,"score_gpt":0.21536020226051053,"score_spread":0.20476968514295799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980191829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9337911,0.019993562,0.04145595,0.00041206472,0.00056001317,0.0013851627,0.000032338063,0.0014219618,0.0009478461],"genre_scores_gemma":[0.997905,0.00127867,0.00008891666,0.000059942664,0.000028690345,0.00040887712,0.000011130639,0.00015914545,0.000059596987],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974908,0.000032010856,0.00063986995,0.00039344653,0.00031457288,0.0011292933],"domain_scores_gemma":[0.9990011,0.00013090059,0.0000385095,0.0006036569,0.00015116148,0.00007466493],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002280383,0.00042861945,0.0006383732,0.00028493765,0.00006784249,0.000061577004,0.0005730296,0.00032780922,0.00010848911],"category_scores_gemma":[0.000013526647,0.00043093908,0.00026216995,0.0006428181,0.000053588858,0.00036170596,0.000020744566,0.00045912384,0.00006874709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003843304,0.00016537505,0.0005789917,0.0011661799,0.0004892705,0.000003160108,0.0010188231,0.0006133998,0.965435,0.012437714,0.0055258614,0.012527763],"study_design_scores_gemma":[0.0021528348,0.0008582344,0.0010968199,0.00037355543,0.000114434784,0.000028040746,0.0003953345,0.029874654,0.9346529,0.0017147601,0.027264377,0.0014740118],"about_ca_topic_score_codex":0.000016664644,"about_ca_topic_score_gemma":0.000015335167,"teacher_disagreement_score":0.06411393,"about_ca_system_score_codex":0.00020412721,"about_ca_system_score_gemma":0.0000782667,"threshold_uncertainty_score":0.9998142},"labels":[],"label_agreement":null},{"id":"W2004624283","doi":"10.1049/iet-pel:20070375","title":"Generalised single-phase <i>p-q</i> theory for active power filtering: simulation and DSP-based experimental investigation","year":2008,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":211,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Total harmonic distortion; Harmonics; Single phase; Digital signal processing; Electronic engineering; DSPACE; Three-phase; Voltage; Control theory (sociology); AC power; Active filter; Computer science; Engineering; Electrical engineering; Algorithm; Control (management)","score_opus":0.04425224017927659,"score_gpt":0.2847194026633965,"score_spread":0.24046716248411992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004624283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315838,0.0017798847,0.06504948,0.00007561722,0.00024702857,0.00042263395,0.000065590866,0.00030347318,0.0004724508],"genre_scores_gemma":[0.9978586,0.000022114169,0.0013053566,0.00048618836,0.00004696847,0.000057004192,0.00011938975,0.00006604986,0.000038315902],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988102,0.000057195426,0.00026970185,0.00027071388,0.00017012547,0.00042207818],"domain_scores_gemma":[0.99936473,0.00016832538,0.000064262065,0.00022096232,0.000056372006,0.00012537414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018150095,0.00025033602,0.00021304093,0.00008625953,0.000163897,0.00004130549,0.000105774474,0.00014864982,0.00004458777],"category_scores_gemma":[0.000039887953,0.00028274674,0.00008646868,0.00012330612,0.00009590826,0.00028784273,0.000016730006,0.00018927002,0.0000048347756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007875969,0.00039970168,0.00002608532,0.000064179025,0.0001622929,0.00000983902,0.005368355,0.10522975,0.87687385,0.008667899,0.0016661865,0.0007442806],"study_design_scores_gemma":[0.00321268,0.0008726769,0.000051365627,0.000019173414,0.000029750816,0.00001055414,0.000111011264,0.19012457,0.7820599,0.0015574585,0.021435656,0.0005151837],"about_ca_topic_score_codex":0.0000012619403,"about_ca_topic_score_gemma":0.0000024212945,"teacher_disagreement_score":0.09481392,"about_ca_system_score_codex":0.00024202939,"about_ca_system_score_gemma":0.000083886116,"threshold_uncertainty_score":0.99996245},"labels":[],"label_agreement":null},{"id":"W2006229489","doi":"10.1049/iet-pel.2012.0620","title":"Fast space vector modulation algorithm for multilevel inverters and its extension for operation of the cascaded H‐bridge inverter with non‐constant DC sources","year":2013,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"H bridge; Extension (predicate logic); Modulation (music); Inverter; Space vector; Topology (electrical circuits); Constant (computer programming); Space vector modulation; Bridge (graph theory); Control theory (sociology); Algorithm; Space (punctuation); Computer science; Electronic engineering; Mathematics; Electrical engineering; Physics; Engineering; Voltage; Acoustics; Artificial intelligence","score_opus":0.009938903093116135,"score_gpt":0.20275038036371335,"score_spread":0.19281147727059722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006229489","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42123985,0.00028978311,0.5758767,0.00030668286,0.00028681126,0.0018463547,0.00006298245,0.0000639501,0.00002684326],"genre_scores_gemma":[0.9970812,0.00004318242,0.0021830588,0.00023743167,0.000034862398,0.00022690193,0.000023091885,0.000060222857,0.00011005156],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886096,0.000018042247,0.00026547056,0.00028324543,0.00016693003,0.00040532858],"domain_scores_gemma":[0.999379,0.000056953122,0.00008312713,0.00022985354,0.00017367033,0.000077421864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000926415,0.00025572852,0.00026202685,0.00006602797,0.00011789395,0.00005834003,0.00014434996,0.00012625227,0.000013371382],"category_scores_gemma":[0.00001149327,0.00018461638,0.000084849344,0.00008479186,0.000051672312,0.00031687415,0.00002445364,0.00013679155,0.0000029919377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019327317,0.00014114594,0.0006363069,0.00048464502,0.0005908314,0.0000011001084,0.007784151,0.013297786,0.5515401,0.0011261918,0.009336712,0.4148678],"study_design_scores_gemma":[0.001339939,0.0001902605,0.003914,0.00005638941,0.00004272523,0.00000765789,0.0001186831,0.94486094,0.048785664,0.00008400119,0.000346516,0.0002532148],"about_ca_topic_score_codex":0.000047946993,"about_ca_topic_score_gemma":0.000056785433,"teacher_disagreement_score":0.93156314,"about_ca_system_score_codex":0.00010136191,"about_ca_system_score_gemma":0.00005722488,"threshold_uncertainty_score":0.75284374},"labels":[],"label_agreement":null},{"id":"W2018173961","doi":"10.1049/iet-pel.2014.0283","title":"Bridgeless converter with input resistance control for low‐power energy harvesting applications","year":2015,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Battery (electricity); Resistor; Power (physics); Energy harvesting; Boost converter; Engineering; Damper; Control theory (sociology); Electrical engineering; Electronic engineering; Computer science; Voltage; Control (management); Control engineering; Physics","score_opus":0.008084861532534873,"score_gpt":0.206139669362116,"score_spread":0.19805480782958113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018173961","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020002782,0.0012968289,0.96943045,0.0002919631,0.00016633687,0.00039121645,0.000038885093,0.0017068909,0.006674654],"genre_scores_gemma":[0.9899403,0.000014312845,0.007841399,0.00022301849,0.000060453945,0.0006644009,0.000031218122,0.00011131624,0.0011135906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998432,0.000020583078,0.0003057936,0.0003394622,0.00020860242,0.00069356884],"domain_scores_gemma":[0.9987616,0.00013058164,0.00009924852,0.00051287614,0.00041515185,0.00008052378],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024453623,0.000294673,0.0002989339,0.00012243744,0.00009546371,0.00007679413,0.0003947587,0.00016259728,0.000004398387],"category_scores_gemma":[0.000113807146,0.00028242552,0.0000450811,0.0004998024,0.00012622982,0.0002160875,0.00003076358,0.00029306067,0.000009319348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034942906,0.00017222263,0.00072033255,0.00017667271,0.0006342156,0.000020181336,0.0003926542,0.028018758,0.01701385,0.8901029,0.054959305,0.007439461],"study_design_scores_gemma":[0.003111221,0.00040359292,0.00017605982,0.00011074071,0.000048522732,0.000025469973,0.00012143506,0.018726291,0.056565635,0.00885889,0.9107923,0.0010598616],"about_ca_topic_score_codex":0.000008144084,"about_ca_topic_score_gemma":0.00016742892,"teacher_disagreement_score":0.9699375,"about_ca_system_score_codex":0.00031781936,"about_ca_system_score_gemma":0.00018927034,"threshold_uncertainty_score":0.9999628},"labels":[],"label_agreement":null},{"id":"W2025833327","doi":"10.1049/iet-pel.2010.0031","title":"Power quality enhancement utilising single-phase unified power quality conditioner: digital signal processor-based experimental validation","year":2011,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Harmonics; Total harmonic distortion; Voltage sag; Voltage; Power factor; Electronic engineering; AC power; Control theory (sociology); Flicker; Distortion (music); Power (physics); Three-phase; Voltage optimisation; Computer science; Engineering; Electrical engineering; Power quality; Physics","score_opus":0.0597828941445795,"score_gpt":0.3108296653103827,"score_spread":0.2510467711658032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025833327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.921794,0.0013938101,0.055015367,0.00007491757,0.00057453784,0.0005769919,0.00022517447,0.0007686835,0.019576496],"genre_scores_gemma":[0.99848676,0.000014883208,0.00039516593,0.0002929097,0.000038629438,0.00006770608,0.00046422245,0.00010809615,0.00013162335],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9959216,0.00020243709,0.0012053432,0.0006886521,0.00082547026,0.0011564622],"domain_scores_gemma":[0.9983467,0.00013457423,0.00030281057,0.00068883825,0.00022816847,0.00029891898],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009292804,0.000617339,0.00058287155,0.00017665906,0.00024228849,0.00028416052,0.00044578657,0.0003213212,0.0023759464],"category_scores_gemma":[0.00007554754,0.0006931352,0.00027738497,0.00040290056,0.00018375313,0.0010769599,0.00006457846,0.00061441684,0.00015400116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026723691,0.014165632,0.00047078787,0.0004749219,0.0011080038,0.000066732064,0.024117539,0.0013830429,0.902002,0.047489222,0.0040673064,0.0019824766],"study_design_scores_gemma":[0.003270426,0.0014128777,0.00020160877,0.00006166069,0.000041998217,0.000008123832,0.0011244253,0.00095028745,0.9772029,0.001604958,0.012877662,0.0012430899],"about_ca_topic_score_codex":0.00001343702,"about_ca_topic_score_gemma":0.0000070714013,"teacher_disagreement_score":0.07669274,"about_ca_system_score_codex":0.0008222859,"about_ca_system_score_gemma":0.00028479288,"threshold_uncertainty_score":0.99955195},"labels":[],"label_agreement":null},{"id":"W2031877888","doi":"10.1049/iet-pel.2012.0416","title":"Maximum power point tracking of single‐ended primary‐inductor converter employing a novel optimisation technique for proportional‐integral‐derivative controller","year":2013,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"PID controller; Control theory (sociology); Total harmonic distortion; Controller (irrigation); Inverter; Computer science; Inductor; Power (physics); Engineering; Control engineering; Temperature control; Voltage; Physics","score_opus":0.012215179748008148,"score_gpt":0.22165533500197446,"score_spread":0.2094401552539663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031877888","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035290696,0.00024519622,0.96041787,0.0002990172,0.0002927285,0.0026221382,0.000032767068,0.00031964612,0.0004799187],"genre_scores_gemma":[0.97147816,0.00001533572,0.027195884,0.00024163642,0.000036480098,0.00074567413,0.000056943845,0.00013703457,0.00009286807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977653,0.00002392748,0.0007193054,0.00041735792,0.00033046925,0.00074364844],"domain_scores_gemma":[0.99867505,0.00015655714,0.00025134624,0.000332117,0.00048094252,0.00010401036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021626342,0.00042177126,0.00055214297,0.00019350674,0.00006971357,0.000055143315,0.0002493914,0.00022971911,0.000179351],"category_scores_gemma":[0.00012209744,0.00041236033,0.00022652159,0.00022722635,0.00009226185,0.0007257219,0.000034542452,0.00039393845,0.000013175507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009164251,0.00014494522,0.00004334148,0.0000839599,0.00021551315,8.25547e-7,0.00069604104,0.00035891111,0.9909296,0.0016434715,0.00070058816,0.005091149],"study_design_scores_gemma":[0.0074853185,0.0017926857,0.0016789077,0.00038018695,0.0001611292,0.00009354099,0.0007760889,0.076423585,0.8849474,0.0175256,0.006673422,0.002062109],"about_ca_topic_score_codex":0.0000069488024,"about_ca_topic_score_gemma":0.0000032205357,"teacher_disagreement_score":0.93618745,"about_ca_system_score_codex":0.0007949964,"about_ca_system_score_gemma":0.0001400767,"threshold_uncertainty_score":0.9998328},"labels":[],"label_agreement":null},{"id":"W2034978539","doi":"10.1049/iet-pel.2014.0124","title":"Power loss analysis for switched reluctance motor converter by using electrothermal model","year":2014,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Fundamental Research Funds for the Central Universities; China University of Mining and Technology","keywords":"Switched reluctance motor; Power (physics); Reluctance motor; Automotive engineering; Electrical engineering; Computer science; Engineering; Physics; Rotor (electric)","score_opus":0.006178067423749682,"score_gpt":0.21129268351826272,"score_spread":0.20511461609451304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034978539","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.203304,0.0020322008,0.79342824,0.00005822908,0.000062686224,0.00027804577,0.000028130524,0.00026554256,0.00054291345],"genre_scores_gemma":[0.9947841,0.00014488335,0.003603784,0.00032468056,0.000057397727,0.00005992327,0.000041737138,0.00012601426,0.0008574461],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99756986,0.00004491066,0.00044365847,0.0005018847,0.00030774798,0.0011319593],"domain_scores_gemma":[0.99899924,0.00008222748,0.00009893336,0.0005383947,0.00011989197,0.00016133883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034912018,0.00041252846,0.0006337628,0.0002849036,0.00011879933,0.00007796359,0.0003654478,0.00023507133,0.00013487844],"category_scores_gemma":[0.000028162363,0.0004260957,0.0005084467,0.0009684825,0.00003324202,0.00018351994,0.0000143405205,0.00035407598,0.000013816861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024729152,0.00021389466,0.0010923869,0.00008924706,0.0057621324,0.0000037614084,0.00045759007,0.10817037,0.86735725,0.0032528972,0.009643562,0.0037095884],"study_design_scores_gemma":[0.0006011709,0.00016620921,0.000023526512,0.000006159333,0.0005419503,0.0000034896643,0.0000029179325,0.9763009,0.015936736,0.0005976303,0.0052979034,0.0005214198],"about_ca_topic_score_codex":0.0000075871776,"about_ca_topic_score_gemma":0.000012876033,"teacher_disagreement_score":0.8681305,"about_ca_system_score_codex":0.00035834877,"about_ca_system_score_gemma":0.00007997005,"threshold_uncertainty_score":0.9998191},"labels":[],"label_agreement":null},{"id":"W2045028921","doi":"10.1049/iet-pel.2011.0030","title":"Modelling and control of a boost converter for irregular input sources","year":2012,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Boost converter; Voltage source; Waveform; Control theory (sociology); Voltage; Resistor; Pulse-width modulation; Controller (irrigation); Energy transformation; Buck–boost converter; Power (physics); Maximum power transfer theorem; Computer science; Electronic engineering; Engineering; Electrical engineering; Control (management); Physics","score_opus":0.00944427086161742,"score_gpt":0.20361313108069934,"score_spread":0.19416886021908192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045028921","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4655916,0.0048794374,0.5287919,0.000047271704,0.00009925281,0.0001236093,0.000008344279,0.00025890005,0.00019966772],"genre_scores_gemma":[0.995521,0.0000567826,0.0042478656,0.000039217088,0.00003099345,0.000028227523,0.0000036571598,0.00003624196,0.000035995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992135,0.000008196632,0.00017642799,0.00009741362,0.000073466574,0.00043095747],"domain_scores_gemma":[0.99963146,0.00007841321,0.000043576027,0.00015862327,0.000062279876,0.000025654155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019247616,0.00013542062,0.00019280934,0.00007954809,0.000032712724,0.000011823346,0.000108125445,0.00011055033,0.000004042055],"category_scores_gemma":[0.000035688514,0.00013214248,0.000033350432,0.0001086739,0.000068037945,0.00013457511,0.000019253108,0.00014651429,0.0000012414567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018877356,0.00018968411,0.008469196,0.0006129852,0.0011790459,0.0000019464694,0.0032154808,0.3136244,0.18279162,0.47634408,0.0032254537,0.010157334],"study_design_scores_gemma":[0.001237024,0.00022488956,0.00014018318,0.000045088724,0.000053924854,0.000011930644,0.00010303419,0.6939795,0.24591243,0.005983197,0.05187025,0.00043856053],"about_ca_topic_score_codex":0.00000242059,"about_ca_topic_score_gemma":9.598084e-7,"teacher_disagreement_score":0.5299294,"about_ca_system_score_codex":0.000041828822,"about_ca_system_score_gemma":0.000015182247,"threshold_uncertainty_score":0.5388614},"labels":[],"label_agreement":null},{"id":"W2105964970","doi":"10.1049/iet-pel.2013.0409","title":"A transformerless modular step‐up dc–dc converter for high power applications","year":2014,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto","funders":"","keywords":"Ćuk converter; Forward converter; Modular design; Buck–boost converter; Flyback converter; Boost converter; Electronic engineering; Capacitor; Transformer; Buck converter; Computer science; Inductor; Electrical engineering; Voltage; Engineering; Topology (electrical circuits)","score_opus":0.0035277229379243372,"score_gpt":0.20445337398555855,"score_spread":0.2009256510476342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105964970","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008465178,0.00070825464,0.98790425,0.0002530356,0.0005027647,0.0009096238,0.000043575816,0.00048102866,0.0007322824],"genre_scores_gemma":[0.9958908,0.000116183146,0.0023005442,0.00038463957,0.00007262427,0.0005900341,0.000066111264,0.00014371096,0.0004353331],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822706,0.000017334822,0.0003319793,0.00038510043,0.00020502349,0.0008334837],"domain_scores_gemma":[0.9990592,0.00008858822,0.00004416215,0.00057571026,0.00009113239,0.00014123177],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013388776,0.0003333701,0.00033674078,0.000094373245,0.00009645905,0.000042504253,0.0003433243,0.0001788971,0.00010688292],"category_scores_gemma":[0.000009492934,0.00036008348,0.00015259226,0.00019768278,0.000049704428,0.00023750044,0.000015285985,0.00031083732,0.000114690374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022857764,0.0002584214,0.00007373634,0.00043741704,0.0008575239,0.0000032110643,0.0017727183,0.0031955726,0.085050225,0.20143558,0.011305661,0.69538134],"study_design_scores_gemma":[0.001952155,0.00029420215,0.00007516108,0.0000186448,0.000064692365,0.000011277928,0.000065044034,0.20134622,0.008473987,0.006735608,0.7801997,0.0007633135],"about_ca_topic_score_codex":0.0000036475903,"about_ca_topic_score_gemma":0.000029426534,"teacher_disagreement_score":0.9874256,"about_ca_system_score_codex":0.00024319673,"about_ca_system_score_gemma":0.000053874115,"threshold_uncertainty_score":0.99988514},"labels":[],"label_agreement":null},{"id":"W2127908046","doi":"10.1049/iet-pel.2013.0973","title":"Individual‐phase control of 3‐phase 4‐wire voltage–source converter","year":2014,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Voltage droop; Voltage source; Control theory (sociology); Converters; Voltage; Phase (matter); Three-phase; Coupling (piping); Point (geometry); Control (management); Computer science; Physics; Electrical engineering; Engineering; Mathematics; Mechanical engineering","score_opus":0.0030540714932577352,"score_gpt":0.2008009430524768,"score_spread":0.19774687155921908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127908046","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106976286,0.006068422,0.8840877,0.000115217386,0.0003045631,0.0003747823,0.00008455227,0.00037984876,0.0016086726],"genre_scores_gemma":[0.99904513,0.0001802118,0.00014429215,0.0003130204,0.000069625414,0.000016557782,0.00006898308,0.00005519811,0.000106997424],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987555,0.000036879548,0.0003460654,0.00019223081,0.00019576668,0.00047356784],"domain_scores_gemma":[0.99936795,0.000064480264,0.00007958754,0.00031475796,0.0000764709,0.00009672366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002399029,0.00022034459,0.0003333524,0.00009613197,0.000043809316,0.00003740786,0.00022621527,0.0001373367,0.00023852583],"category_scores_gemma":[0.000031521355,0.00022053157,0.00011108238,0.00015607335,0.000038045844,0.00012527828,0.00001659105,0.0002464411,0.000039231556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080016546,0.0016239855,0.0005451366,0.00030532258,0.001738802,0.000013641042,0.002441,0.1113032,0.29979077,0.008503636,0.03197166,0.5409627],"study_design_scores_gemma":[0.010898326,0.00070657436,0.000027492768,0.000018637305,0.00012856361,0.000008784745,0.000018247336,0.6227102,0.012294244,0.00016284239,0.3526819,0.00034415993],"about_ca_topic_score_codex":0.0000036719064,"about_ca_topic_score_gemma":0.0000071922204,"teacher_disagreement_score":0.8920688,"about_ca_system_score_codex":0.00004948092,"about_ca_system_score_gemma":0.000039705028,"threshold_uncertainty_score":0.8993016},"labels":[],"label_agreement":null},{"id":"W2128250700","doi":"10.1049/iet-pel.2013.0025","title":"Marx dc–dc converter for high‐power application","year":2013,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Capacitor; Topology (electrical circuits); Marx generator; Diode; Ćuk converter; Cascade; Power (physics); Forward converter; Boost converter; Charge pump; Electrical engineering; Flyback converter; Generator (circuit theory); Electronic engineering; Voltage; Computer science; Engineering; Physics","score_opus":0.00503005771514731,"score_gpt":0.20234264256177906,"score_spread":0.19731258484663175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128250700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810822,0.0020509688,0.011175527,0.0005529178,0.0006061108,0.0010717574,0.000016846265,0.001944389,0.0014992619],"genre_scores_gemma":[0.9982289,0.00010978111,0.00043215274,0.0002501195,0.000044143035,0.0005966282,0.00002900227,0.000088685054,0.0002206101],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986996,0.000007676458,0.00024878053,0.00029544812,0.00013136618,0.00061710837],"domain_scores_gemma":[0.99914604,0.00006977053,0.000043831664,0.00058871094,0.00009668112,0.000054964115],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000767493,0.00024126314,0.0002258276,0.000098439596,0.00003911726,0.000059411042,0.00036184923,0.00026628072,0.0002855951],"category_scores_gemma":[0.000034600132,0.00024617952,0.00008333461,0.00017124438,0.000050724506,0.00024247571,0.00003665964,0.00029605487,0.0004411535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075703847,0.000027523789,0.00021831121,0.000036280857,0.00010923346,5.034473e-7,0.00012561862,0.000100590834,0.9101822,0.015905602,0.0634785,0.009808086],"study_design_scores_gemma":[0.0012488811,0.00037402473,0.0011866216,0.000018550134,0.000052725205,0.000019796698,0.00024339615,0.024827575,0.75395906,0.029808765,0.18717125,0.0010893419],"about_ca_topic_score_codex":0.000016634749,"about_ca_topic_score_gemma":0.000012290843,"teacher_disagreement_score":0.1562231,"about_ca_system_score_codex":0.00024898132,"about_ca_system_score_gemma":0.000032070075,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W2143646002","doi":"10.1049/iet-pel:20070253","title":"Two PWM techniques for single-phase shunt active power filters employing a direct current control strategy","year":2008,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Pulse-width modulation; Harmonics; Control theory (sociology); Total harmonic distortion; AC power; Harmonic; Harmonic analysis; Computer science; Electronic engineering; Engineering; Physics; Voltage; Acoustics; Electrical engineering; Control (management)","score_opus":0.033983658661294,"score_gpt":0.3031103394608973,"score_spread":0.26912668079960334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143646002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6649424,0.039220326,0.24363166,0.0005225749,0.0031510876,0.005312173,0.001599211,0.006498326,0.035122268],"genre_scores_gemma":[0.9981348,0.00055928755,0.0005746566,0.00017303869,0.0001058106,0.00021797055,0.000058635014,0.0001261481,0.000049652193],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975656,0.00006923196,0.00050564355,0.00045162375,0.00030439236,0.0011034708],"domain_scores_gemma":[0.99891406,0.00020207545,0.00011302943,0.00044120385,0.00013524201,0.00019438853],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030157735,0.00046740202,0.00054009166,0.00016317883,0.00021426866,0.00007505666,0.000337076,0.0001721196,0.00006107285],"category_scores_gemma":[0.000061517574,0.0004987809,0.0002965823,0.00024255454,0.00009166397,0.00035411917,0.000029768635,0.0006387009,0.000020258267],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053507453,0.008251204,0.00025156725,0.0010157718,0.004768062,0.00047417273,0.018860882,0.015643228,0.64816797,0.03974356,0.07997971,0.17749311],"study_design_scores_gemma":[0.009728433,0.004351253,0.000069564594,0.00021610047,0.0002755707,0.00021259599,0.00026871692,0.013433351,0.38661146,0.0028920844,0.5793381,0.0026028045],"about_ca_topic_score_codex":0.000008111475,"about_ca_topic_score_gemma":0.000026435426,"teacher_disagreement_score":0.49935836,"about_ca_system_score_codex":0.000598241,"about_ca_system_score_gemma":0.0002169857,"threshold_uncertainty_score":0.9997464},"labels":[],"label_agreement":null},{"id":"W2234058390","doi":"10.1049/iet-pel.2015.0022","title":"Optimised harmonic elimination modulation extended to four‐leg neutral‐point‐clamped inverter","year":2015,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Harmonics; Uninterruptible power supply; Inverter; Voltage; Control theory (sociology); Harmonic; Power (physics); Three-phase; Modulation (music); Waveform; Total harmonic distortion; Electrical engineering; Computer science; Engineering; Physics; Acoustics","score_opus":0.023198269489150058,"score_gpt":0.22966676184223375,"score_spread":0.2064684923530837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234058390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6021564,0.0007018355,0.38269183,0.0025180858,0.0023602329,0.001283876,0.000018499028,0.0013486212,0.006920581],"genre_scores_gemma":[0.9971648,0.000044976252,0.0012110947,0.0009210118,0.00007355846,0.00006394855,0.0000379071,0.000082918115,0.00039979047],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983326,0.000038934817,0.00033246435,0.00034075632,0.00028602034,0.0006692138],"domain_scores_gemma":[0.99907583,0.000021717255,0.000045754732,0.00040924718,0.0001360103,0.000311438],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020309011,0.00030485803,0.0002517856,0.00017999751,0.000052580097,0.00009219593,0.0002647622,0.00016463957,0.00010549944],"category_scores_gemma":[0.000023744316,0.00032734015,0.000103343824,0.00027640891,0.000019471492,0.00039280095,0.000034415178,0.00028557834,0.00020118435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067632075,0.00039643736,0.00029243025,0.00016927904,0.0007027485,0.0000724307,0.014062838,0.23703831,0.13699703,0.006793658,0.2634511,0.33934742],"study_design_scores_gemma":[0.0011878796,0.00022741563,0.0012362675,0.000018902721,0.000029433933,0.000012934355,0.00009907519,0.97359794,0.012684227,0.0011611191,0.009266726,0.0004780906],"about_ca_topic_score_codex":0.000014536179,"about_ca_topic_score_gemma":0.00003993728,"teacher_disagreement_score":0.7365596,"about_ca_system_score_codex":0.0005372115,"about_ca_system_score_gemma":0.00009776611,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W2275378928","doi":"10.1049/iet-pel.2014.0864","title":"Switching‐loss reduction technique in active power filters without auxiliary circuits","year":2015,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Fundo para o Desenvolvimento das Ciências e da Tecnologia","keywords":"Control theory (sociology); Harmonics; Compensation (psychology); Controller (irrigation); Harmonic; Noise (video); Voltage; Reduction (mathematics); Power (physics); Electronic engineering; Electronic circuit; Engineering; Computer science; Control (management); Electrical engineering; Mathematics","score_opus":0.017907593299136836,"score_gpt":0.25348080804944645,"score_spread":0.23557321475030962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275378928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9401245,0.0031305412,0.026939701,0.0005257181,0.0018249941,0.0010277303,0.000031824748,0.0013686591,0.02502631],"genre_scores_gemma":[0.9990111,0.00014525694,0.0003719678,0.000104664534,0.00005513698,0.00008446099,0.000020288284,0.00008471887,0.00012243354],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980585,0.00008974581,0.00038852563,0.0003668537,0.00033371404,0.0007626894],"domain_scores_gemma":[0.9991737,0.000028527678,0.000070588096,0.00045498135,0.000077094875,0.00019509754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006472977,0.00032206113,0.00033424748,0.00022536977,0.000051359588,0.00005120242,0.00031455222,0.000300859,0.000036564506],"category_scores_gemma":[0.000060677685,0.00036490915,0.0000930963,0.00044647875,0.000045064917,0.00047367628,0.000046376896,0.0010541757,0.000069462854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015462044,0.0025250495,0.0049414877,0.0006261915,0.0019923586,0.00057483686,0.092224605,0.048079755,0.68380404,0.06184408,0.070272796,0.031568583],"study_design_scores_gemma":[0.0065798787,0.0020087964,0.0031072143,0.00053764106,0.0001891731,0.0011448113,0.0034789988,0.010380089,0.5572537,0.06400631,0.34632668,0.0049867015],"about_ca_topic_score_codex":0.000029287175,"about_ca_topic_score_gemma":0.000058783247,"teacher_disagreement_score":0.27605388,"about_ca_system_score_codex":0.00101024,"about_ca_system_score_gemma":0.00028905916,"threshold_uncertainty_score":0.9998803},"labels":[],"label_agreement":null},{"id":"W2325284411","doi":"10.1049/iet-pel.2015.0012","title":"Real‐time simulation of modular multilevel converters for controller hardware‐in‐the‐loop testing","year":2015,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Modular design; Converters; Hardware-in-the-loop simulation; Controller (irrigation); Loop (graph theory); Computer science; Computer hardware; Embedded system; Engineering; Electrical engineering; Mathematics; Operating system; Voltage","score_opus":0.023381565889222945,"score_gpt":0.25280212861957485,"score_spread":0.2294205627303519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325284411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77847064,0.0015358012,0.20042948,0.00020463894,0.00070982875,0.00410487,0.00006534747,0.00068405457,0.0137953665],"genre_scores_gemma":[0.99928194,0.000005485511,0.0002946293,0.000044916847,0.000054431443,0.00006130137,0.000020031986,0.00004268386,0.00019455668],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986573,0.00006383282,0.00045785596,0.00017455035,0.00025539365,0.0003911043],"domain_scores_gemma":[0.9989011,0.0004732036,0.00009966184,0.00023682618,0.0002245035,0.00006465826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060266507,0.00018065413,0.0003412542,0.00008938527,0.000031164538,0.000038395967,0.00018349862,0.0001112606,0.000008173258],"category_scores_gemma":[0.00021025834,0.0001574038,0.00009449915,0.00017807675,0.000018120365,0.00016117537,0.000007453225,0.0001248872,0.000021348695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007639021,0.000028182085,0.00018235552,0.000025141971,0.00005380521,8.98531e-7,0.00053697656,0.9821684,0.014261437,0.0002532047,0.00043478206,0.0019784393],"study_design_scores_gemma":[0.003079794,0.00015011472,0.00042153057,0.000021895961,0.000022999566,0.0000019813326,0.00006634377,0.9919206,0.00033034539,0.00031892158,0.0034991142,0.00016633955],"about_ca_topic_score_codex":0.000036313166,"about_ca_topic_score_gemma":0.000006278669,"teacher_disagreement_score":0.22081135,"about_ca_system_score_codex":0.00015294782,"about_ca_system_score_gemma":0.00007707447,"threshold_uncertainty_score":0.6418741},"labels":[],"label_agreement":null},{"id":"W2331168825","doi":"10.1049/iet-pel.2015.0775","title":"Wireless power transfer technology using full‐bridge current‐fed topology for medium power applications","year":2016,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Wireless power transfer; Bridge (graph theory); Current (fluid); Electrical engineering; Topology (electrical circuits); Power (physics); Wireless; Maximum power transfer theorem; Transfer (computing); Computer science; Engineering; Electronic engineering; Telecommunications; Physics; Medicine","score_opus":0.011439104293607854,"score_gpt":0.25177049870740964,"score_spread":0.24033139441380177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331168825","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21850991,0.006712231,0.7678857,0.0009541104,0.0022222989,0.0015665503,0.00021395399,0.0011783751,0.0007568561],"genre_scores_gemma":[0.9979553,0.00040393218,0.0002937296,0.00005343651,0.00016705792,0.0007687993,0.000024980207,0.00024498886,0.00008772725],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964537,0.000051828418,0.0007800837,0.00074660534,0.0003284304,0.0016393339],"domain_scores_gemma":[0.99833745,0.00016167905,0.000051830593,0.0009604725,0.00027763596,0.00021095792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028531652,0.00060671277,0.0007063903,0.0004652667,0.00017460737,0.000045800356,0.0007828491,0.0006104431,0.00020488272],"category_scores_gemma":[0.000021270575,0.00053691777,0.00027727537,0.0006644521,0.0002492059,0.00025643525,0.000039009574,0.00055214966,0.000112874885],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031920575,0.0005026007,0.0007741697,0.00042031388,0.0009213839,0.000011700746,0.00104584,0.00021584294,0.809078,0.15722407,0.00695436,0.022532564],"study_design_scores_gemma":[0.0045626946,0.0010297061,0.00023768406,0.00020164368,0.00021828612,0.00017278781,0.000112996306,0.0011769059,0.113369346,0.005166591,0.8716457,0.0021056451],"about_ca_topic_score_codex":0.0000030067995,"about_ca_topic_score_gemma":0.00007657391,"teacher_disagreement_score":0.8646914,"about_ca_system_score_codex":0.0005409259,"about_ca_system_score_gemma":0.0002694389,"threshold_uncertainty_score":0.99970824},"labels":[],"label_agreement":null},{"id":"W2345372455","doi":"10.1049/iet-pel.2015.0956","title":"Cascaded multilevel inverter using series connection of novel capacitor‐based units with minimum switch count","year":2016,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"","keywords":"Series (stratigraphy); Series and parallel circuits; Connection (principal bundle); Capacitor; Computer science; Electrical engineering; Mathematics; Engineering; Voltage","score_opus":0.022888074115029022,"score_gpt":0.21167082940490106,"score_spread":0.18878275528987204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345372455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6258845,0.00013604076,0.37276232,0.00008972448,0.0005138431,0.00023617514,0.00007055432,0.00016880914,0.00013805827],"genre_scores_gemma":[0.99882203,0.000026426784,0.00074944354,0.00014739567,0.000043623833,0.000017267908,0.000008064794,0.000078881385,0.000106887615],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998558,0.000020178406,0.00032353814,0.0002685208,0.00027715243,0.0005526368],"domain_scores_gemma":[0.99917996,0.00006264905,0.00009360012,0.00033463663,0.00022552106,0.000103624894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009772303,0.00031527207,0.00032241858,0.00013164514,0.000062010964,0.000024137802,0.00017499796,0.00017400333,0.00007315498],"category_scores_gemma":[0.000017439801,0.00023220584,0.00005987642,0.00024223968,0.00010828855,0.00032144797,0.000014666824,0.00018270263,0.000006745526],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030613752,0.00011227561,0.00096508337,0.00012049074,0.0003174114,0.000008671518,0.0010349621,0.0018263033,0.9841695,0.00042692863,0.0014070527,0.009305173],"study_design_scores_gemma":[0.002838028,0.0003098903,0.00029962038,0.00021043044,0.000062293526,0.00004734122,0.00017111973,0.71693045,0.27495518,0.000023133844,0.0036204127,0.00053208787],"about_ca_topic_score_codex":0.0000815396,"about_ca_topic_score_gemma":0.00017467709,"teacher_disagreement_score":0.71510416,"about_ca_system_score_codex":0.00033703732,"about_ca_system_score_gemma":0.00022377797,"threshold_uncertainty_score":0.94690794},"labels":[],"label_agreement":null},{"id":"W2345897670","doi":"10.1049/iet-pel.2015.0226","title":"Balancing three‐level neutral point clamped inverter DC bus using closed‐loop space vector modulation: real‐time implementation and investigation","year":2016,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Capacitor; Ripple; Control theory (sociology); Voltage; Inverter; Uninterruptible power supply; Computer science; Space vector modulation; Engineering; Electrical engineering; Control (management)","score_opus":0.01601819978731905,"score_gpt":0.2334446226789117,"score_spread":0.21742642289159264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345897670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473295,0.000119663506,0.051066577,0.0005129995,0.00029615415,0.00030579168,0.000024444018,0.00021946938,0.00012536258],"genre_scores_gemma":[0.9983741,0.000102303464,0.0010564869,0.00018501501,0.00009211778,0.00001623558,0.000032420256,0.000065671775,0.00007566079],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99852777,0.000040989144,0.00034313567,0.0003320496,0.00018571112,0.00057033973],"domain_scores_gemma":[0.9994044,0.000047745383,0.00008586107,0.00025665684,0.000063479114,0.00014190692],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016944656,0.00028428808,0.00023850775,0.00010956449,0.00009922692,0.00006842723,0.00011303917,0.00014473587,0.00015658113],"category_scores_gemma":[0.000007889148,0.00025080013,0.00006285702,0.00015313357,0.00005205181,0.0005286138,0.000032469354,0.00015551143,0.000022623746],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031048807,0.000013033569,0.009368446,0.0000471824,0.00014539545,0.000005003568,0.0010970067,0.0007118739,0.95338887,0.0018797641,0.0016923203,0.03162003],"study_design_scores_gemma":[0.00200241,0.00014413327,0.04800358,0.000091471826,0.000071284565,0.000030003917,0.00010963453,0.879687,0.06575498,0.0030374385,0.00034551095,0.0007225625],"about_ca_topic_score_codex":0.00014865585,"about_ca_topic_score_gemma":0.00029788518,"teacher_disagreement_score":0.8876339,"about_ca_system_score_codex":0.00044869035,"about_ca_system_score_gemma":0.00009334351,"threshold_uncertainty_score":0.9999944},"labels":[],"label_agreement":null},{"id":"W2471565065","doi":"10.1049/iet-pel.2015.0988","title":"Impact of SiC semiconductors switching transition speed on insulation health state monitoring of traction machines","year":2016,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"Österreichische Forschungsförderungsgesellschaft","keywords":"Inverter; Traction (geology); Traction motor; Automotive engineering; Electrical engineering; Transient (computer programming); Voltage; Semiconductor; Train; Propulsion; Induction motor; Condition monitoring; Engineering; Computer science; Mechanical engineering","score_opus":0.012942075918366864,"score_gpt":0.2746914268826304,"score_spread":0.2617493509642635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471565065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977742,0.00076401344,0.0004267382,0.000061832885,0.00033424093,0.00019080649,0.000029876119,0.00038581,0.000032519743],"genre_scores_gemma":[0.99922454,0.0006187636,0.000057905705,0.0000036739925,0.000032100077,0.0000027500846,0.000005368223,0.000050433813,0.000004434285],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987578,0.000034795656,0.0004432647,0.0001908484,0.00020581557,0.00036751785],"domain_scores_gemma":[0.9993122,0.000107760556,0.00018526177,0.00028828168,0.000061433966,0.000045039982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018462239,0.00021637164,0.00031633273,0.00028333525,0.000026048485,0.000008848126,0.00013029837,0.00010126283,0.00001508241],"category_scores_gemma":[0.000056052224,0.00017078091,0.00013941775,0.00026678984,0.000026407894,0.0003307236,0.000007525397,0.00026148278,0.0000028721258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040503026,0.00003196361,0.004734491,0.00003742266,0.00008239699,4.173285e-7,0.0005065599,0.010061811,0.9704111,0.00004320298,0.000018340364,0.014031748],"study_design_scores_gemma":[0.00064530293,0.00078304164,0.032599572,0.00019656916,0.000014312141,0.000009425807,0.00008817342,0.002942314,0.96155465,0.00091307383,0.00001759907,0.00023599752],"about_ca_topic_score_codex":0.00007998779,"about_ca_topic_score_gemma":0.0000073237925,"teacher_disagreement_score":0.027865082,"about_ca_system_score_codex":0.0007166865,"about_ca_system_score_gemma":0.00008677658,"threshold_uncertainty_score":0.69642437},"labels":[],"label_agreement":null},{"id":"W2576572553","doi":"10.1049/iet-pel.2016.0718","title":"Model predictive control scheme with active damping function for current source rectifiers","year":2017,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rockwell Automation (Canada); Toronto Metropolitan University","funders":"","keywords":"Control theory (sociology); Inductor; Model predictive control; Capacitor; LC circuit; Pulse-width modulation; AC power; Engineering; Power (physics); Waveform; Controller (irrigation); Electronic engineering; Computer science; Voltage; Physics; Electrical engineering; Control (management)","score_opus":0.013903384838869744,"score_gpt":0.2325036317443976,"score_spread":0.21860024690552785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576572553","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023606835,0.00037971276,0.97332764,0.00006871094,0.0005582069,0.000518988,0.000036859554,0.00021055613,0.0012924899],"genre_scores_gemma":[0.9990715,0.00006358509,0.0003363757,0.00008082221,0.00007505838,0.00017065828,0.000013137846,0.00006255795,0.00012632077],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998897,0.000009029383,0.00014354309,0.00028326735,0.00015361997,0.0005135451],"domain_scores_gemma":[0.99928087,0.000034609286,0.000089447705,0.00040765345,0.000095866875,0.000091542104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009117277,0.00022851465,0.0002154863,0.000050120656,0.00030199948,0.00010221233,0.00022754843,0.00009602172,0.000009295914],"category_scores_gemma":[0.000023690081,0.00021309697,0.00008916413,0.000031501655,0.000054875545,0.00035777473,0.000016179449,0.00033381674,0.0000055519317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005232213,0.00022651859,0.0010525564,0.0002980413,0.0027672988,0.0000031245852,0.0046896627,0.42909345,0.0130940825,0.0033304386,0.017682446,0.5225302],"study_design_scores_gemma":[0.0016377964,0.00024735538,0.00022665616,0.000043490458,0.00007885916,0.000001846493,0.00010354134,0.98652714,0.0013011713,0.00034138246,0.009216168,0.00027459546],"about_ca_topic_score_codex":0.000004929661,"about_ca_topic_score_gemma":0.000027150256,"teacher_disagreement_score":0.97546464,"about_ca_system_score_codex":0.00028936754,"about_ca_system_score_gemma":0.000100447905,"threshold_uncertainty_score":0.8689842},"labels":[],"label_agreement":null},{"id":"W2586512392","doi":"10.1049/iet-pel.2016.0362","title":"Family of soft‐switching pulse‐width modulation converters using coupled passive snubber","year":2017,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Snubber; EMI; Inductor; Pulse-width modulation; Converters; Electromagnetic interference; Electronic engineering; Power (physics); Modulation (music); Filter (signal processing); Power electronics; Electrical engineering; Voltage; Engineering; Computer science; Capacitor; Physics; Acoustics","score_opus":0.010181155236175894,"score_gpt":0.24047407412034738,"score_spread":0.2302929188841715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586512392","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4611849,0.00032372508,0.5373387,0.000037040638,0.00054472336,0.00017996437,0.000005198837,0.00013261875,0.00025317047],"genre_scores_gemma":[0.998207,0.000079621845,0.0014529919,0.00007246709,0.000046994373,0.000007861482,0.000010218481,0.00008752358,0.000035338064],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998474,0.000016925282,0.00036066378,0.00028052,0.0002754052,0.00059248245],"domain_scores_gemma":[0.99882126,0.000048456335,0.00022149182,0.00071834325,0.00010057526,0.00008987065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011211584,0.0002806203,0.00035265365,0.00009680076,0.0001945801,0.000073400515,0.00037697612,0.0001426205,0.00003609543],"category_scores_gemma":[0.000054735574,0.0003136314,0.00011690912,0.00008412152,0.00006189068,0.00060662377,0.00006012821,0.00033690114,0.000015249008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110457375,0.000084605854,0.0037796781,0.00014630338,0.0005212425,0.00002532938,0.0011776795,0.08755145,0.733681,0.0010949143,0.00021873308,0.17160857],"study_design_scores_gemma":[0.00073803717,0.00006953529,0.004628322,0.000049778948,0.00004388891,0.000007786223,0.00004618396,0.9886752,0.00383506,0.0010342211,0.00051746925,0.00035451644],"about_ca_topic_score_codex":0.00006118082,"about_ca_topic_score_gemma":0.000035454006,"teacher_disagreement_score":0.90112376,"about_ca_system_score_codex":0.00037096284,"about_ca_system_score_gemma":0.00008841237,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W2593117883","doi":"10.1049/iet-pel.2016.0616","title":"Design approach for a wireless power transfer system for wristband wearable devices","year":2017,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital","funders":"","keywords":"Wireless power transfer; Wireless; Wearable computer; Power (physics); Maximum power transfer theorem; Inductance; Transmitter; Electromagnetic coil; Electrical engineering; Computer science; Electronic engineering; Engineering; Embedded system; Telecommunications; Channel (broadcasting); Voltage; Physics","score_opus":0.016967639972289995,"score_gpt":0.22713546070536725,"score_spread":0.21016782073307724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593117883","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034421302,0.0038535395,0.9530559,0.000053145024,0.001117559,0.0028296402,0.00010597461,0.0006617815,0.0039011678],"genre_scores_gemma":[0.9942009,0.000080272555,0.0036054198,0.000022323362,0.00014565,0.0013507886,0.000028466458,0.00026460062,0.00030160745],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99713403,0.000050440132,0.00056517764,0.00060627086,0.00031628378,0.0013277992],"domain_scores_gemma":[0.99835354,0.00015372521,0.0000639154,0.0010732195,0.00017230854,0.00018326385],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078172894,0.0005414753,0.0007338773,0.0001086993,0.00057150883,0.00046535634,0.0009959621,0.00037798888,0.000008629965],"category_scores_gemma":[0.000013624176,0.00054235966,0.00031299912,0.00009398294,0.0000709349,0.000450734,0.00001621525,0.00032385817,0.000014889651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008229604,0.002733077,0.0024596767,0.050790906,0.014914649,0.0000885952,0.024642875,0.20905837,0.4244033,0.16751713,0.07653581,0.018626004],"study_design_scores_gemma":[0.0146660805,0.0025928244,0.00028341767,0.0011088469,0.0008037184,0.0001475884,0.00126066,0.51828915,0.29863554,0.0003877953,0.15729663,0.004527737],"about_ca_topic_score_codex":0.000016063828,"about_ca_topic_score_gemma":0.0000470078,"teacher_disagreement_score":0.95977956,"about_ca_system_score_codex":0.0003443475,"about_ca_system_score_gemma":0.00015742648,"threshold_uncertainty_score":0.9997028},"labels":[],"label_agreement":null},{"id":"W2734396874","doi":"10.1049/iet-pel.2017.0028","title":"Nine‐switch ac/ac current source converter for microgrid application with model predictive control","year":2017,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Microgrid; Model predictive control; Current (fluid); Control theory (sociology); Control (management); Computer science; Electrical engineering; Engineering; Artificial intelligence","score_opus":0.006520663917114036,"score_gpt":0.22246454373963234,"score_spread":0.2159438798225183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734396874","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012752336,0.001096352,0.9840995,0.00020661854,0.0002724853,0.0009105081,0.00008398033,0.00022077281,0.00035741416],"genre_scores_gemma":[0.998454,0.0001590788,0.00035373724,0.00020308357,0.00009474887,0.00044399934,0.000038656934,0.000084672465,0.00016806807],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99861753,0.0000086182645,0.00022305218,0.00035718098,0.00017702575,0.0006165634],"domain_scores_gemma":[0.9989694,0.000027678681,0.000112413036,0.0006522746,0.00011929475,0.00011895009],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000100544494,0.00030096542,0.00029301175,0.000046061723,0.00021707437,0.000120968405,0.0004407858,0.00011837166,0.000013651825],"category_scores_gemma":[0.000007085276,0.00027013867,0.00010837336,0.00003160227,0.00007366121,0.00024064687,0.000025669075,0.0002937701,0.000022001275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001954534,0.0005095869,0.006335899,0.0005457046,0.0020306103,0.000004302445,0.003666211,0.0956751,0.048661612,0.0028976582,0.074177414,0.76354134],"study_design_scores_gemma":[0.0021503936,0.00016361645,0.00025266042,0.000026816668,0.00008873136,0.0000043806717,0.00002314664,0.9548611,0.0030002645,0.0001930911,0.038896028,0.00033975643],"about_ca_topic_score_codex":0.00000946372,"about_ca_topic_score_gemma":0.000029261162,"teacher_disagreement_score":0.9857016,"about_ca_system_score_codex":0.0001783188,"about_ca_system_score_gemma":0.000093202114,"threshold_uncertainty_score":0.9999751},"labels":[],"label_agreement":null},{"id":"W2774405078","doi":"10.1049/iet-pel.2017.0701","title":"Dead‐time effect analysis of a three‐phase dual‐active bridge DC/DC converter","year":2017,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dead time; Waveform; Control theory (sociology); Dead zone; Power (physics); Buck converter; Dual (grammatical number); Forward converter; Phase (matter); Three-phase; Computer science; Voltage; Engineering; Boost converter; Electrical engineering; Physics; Control (management)","score_opus":0.006141887091412618,"score_gpt":0.25513596825993495,"score_spread":0.24899408116852234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774405078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.833031,0.00080886984,0.16295284,0.00008347874,0.00030359716,0.00043416914,0.00011916892,0.00029407194,0.0019728264],"genre_scores_gemma":[0.99944544,0.0000664557,0.000109629036,0.000051160932,0.000029211404,0.000026908305,0.000050066275,0.00007559841,0.00014553186],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982456,0.000037382993,0.0003411084,0.00037998694,0.000288281,0.00070766575],"domain_scores_gemma":[0.99827176,0.00014996841,0.00018094743,0.0011801413,0.0000829265,0.00013426677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018670176,0.00036464405,0.00075035944,0.0002547135,0.00012650418,0.00006088969,0.00045180426,0.00015636106,0.00029947856],"category_scores_gemma":[0.000074240495,0.00037148382,0.00037691736,0.00031282313,0.00011858244,0.00039275727,0.000080486214,0.00038485503,0.00014071711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015705221,0.0006685505,0.011504244,0.00031707872,0.03256925,0.00029767808,0.0023028771,0.0051575084,0.2837706,0.0020353862,0.004417885,0.6553884],"study_design_scores_gemma":[0.004668877,0.0012449168,0.023345064,0.000053219406,0.0030598254,0.00002047566,0.000012025951,0.8902898,0.067163706,0.00044005964,0.008548229,0.0011538431],"about_ca_topic_score_codex":0.000039851773,"about_ca_topic_score_gemma":0.00020664866,"teacher_disagreement_score":0.88513225,"about_ca_system_score_codex":0.00029430122,"about_ca_system_score_gemma":0.00006253558,"threshold_uncertainty_score":0.9998737},"labels":[],"label_agreement":null},{"id":"W2791742762","doi":"10.1049/iet-pel.2017.0669","title":"Mitigation of the low‐frequency neutral‐point current for three‐level T‐type inverters in three‐phase four‐wire systems","year":2018,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"","keywords":"Current (fluid); Control theory (sociology); Inverter; Capacitor; Point (geometry); Power (physics); Low frequency; Three-phase; Phase (matter); Voltage; Reliability (semiconductor); Electrical engineering; Computer science; Engineering; Control (management); Mathematics; Physics; Telecommunications","score_opus":0.02627225441311481,"score_gpt":0.255470834844319,"score_spread":0.22919858043120417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791742762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8945294,0.0023370595,0.09643652,0.00020466433,0.0045094914,0.0014027461,0.00007896339,0.0001383451,0.00036278553],"genre_scores_gemma":[0.999522,0.000064070366,0.00007694724,0.00007840879,0.00010598666,0.000062567575,0.000016988792,0.00005551546,0.00001752579],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984929,0.00002836794,0.00046315434,0.00026147062,0.00018986994,0.00056425243],"domain_scores_gemma":[0.9991854,0.000042687112,0.00010489094,0.0004504047,0.0001402097,0.000076402655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020020625,0.00025872214,0.00029158767,0.000096762815,0.00007189164,0.00003718718,0.00039603372,0.00013199517,0.000024594061],"category_scores_gemma":[0.000022829074,0.00021598245,0.00014262191,0.00028423747,0.00010248865,0.00015743334,0.000029596205,0.00028308152,0.000013620336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010405544,0.0016560236,0.022107635,0.00462101,0.0014232094,0.00001981111,0.011845858,0.013675174,0.25909907,0.08260165,0.06304255,0.5388675],"study_design_scores_gemma":[0.001979122,0.00043708232,0.0020577265,0.00032902954,0.000048115802,0.00000895285,0.00006313064,0.97353125,0.014410645,0.0043150997,0.0023859292,0.00043394385],"about_ca_topic_score_codex":0.00007120153,"about_ca_topic_score_gemma":0.0015016664,"teacher_disagreement_score":0.95985603,"about_ca_system_score_codex":0.0003306189,"about_ca_system_score_gemma":0.000131497,"threshold_uncertainty_score":0.8807509},"labels":[],"label_agreement":null},{"id":"W2793376919","doi":"10.1049/iet-pel.2017.0212","title":"Non‐linear behavioural modelling of device‐level transients for complex power electronic converter circuit hardware realisation on FPGA","year":2018,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Field-programmable gate array; Realisation; Power (physics); Computer science; Computer hardware; Electronics; Embedded system; Electrical engineering; Electronic engineering; Engineering; Physics","score_opus":0.06021225291837882,"score_gpt":0.2617345203595247,"score_spread":0.2015222674411459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793376919","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40086076,0.00024543217,0.5936351,0.00006814969,0.00045608735,0.0011459611,0.00013752948,0.00023728193,0.003213701],"genre_scores_gemma":[0.999058,0.000020628955,0.00015902797,0.00013021895,0.000099147284,0.00005221605,0.0001943413,0.00009532846,0.00019105751],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979714,0.000031968877,0.0005683452,0.00032253578,0.00033546382,0.0007702625],"domain_scores_gemma":[0.99905974,0.0000529607,0.00011884849,0.00037689754,0.0002954533,0.00009609771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026325652,0.00030400828,0.00041387498,0.0001383156,0.00009893342,0.000038939463,0.00023108342,0.00019029647,0.00016208278],"category_scores_gemma":[0.000007223776,0.0003151648,0.00020416551,0.0001847037,0.000041926174,0.0001897671,0.0000070915085,0.00023912074,0.000047589387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002245453,0.00095411844,0.0019653505,0.0006616778,0.0021345515,0.0000069960433,0.013331178,0.7632029,0.16392824,0.025664695,0.013205672,0.012699169],"study_design_scores_gemma":[0.0024185183,0.0009691101,0.00083736,0.000054853772,0.00007596728,0.000005061632,0.00006235974,0.974302,0.008847122,0.00045080463,0.011552338,0.00042452407],"about_ca_topic_score_codex":0.000041423802,"about_ca_topic_score_gemma":0.000076452445,"teacher_disagreement_score":0.5981973,"about_ca_system_score_codex":0.0003136296,"about_ca_system_score_gemma":0.000121595,"threshold_uncertainty_score":0.99993},"labels":[],"label_agreement":null},{"id":"W2802129616","doi":"10.1049/iet-pel.2017.0622","title":"Control of a high‐voltage bidirectional dc–dc flyback converter for driving DEAs","year":2018,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Flyback converter; Forward converter; Flyback diode; Control theory (sociology); Voltage; Flyback transformer; Electrical engineering; Control (management); Computer science; Boost converter; Engineering; Transformer","score_opus":0.005658039229549102,"score_gpt":0.2029768837262731,"score_spread":0.197318844496724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802129616","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06096817,0.001106228,0.93528897,0.000014670723,0.00058705494,0.00028835342,0.000035260462,0.00019640445,0.0015148908],"genre_scores_gemma":[0.9989516,0.000042402185,0.00007905906,0.00014317229,0.00025043913,0.000039867955,0.000015503101,0.00005876224,0.0004191619],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877447,0.000021926306,0.00027815436,0.00021681128,0.00017127034,0.00053738727],"domain_scores_gemma":[0.9993465,0.00013814791,0.000057227422,0.00020578472,0.0001680172,0.000084344676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022157811,0.00019922863,0.00030218044,0.00008940032,0.00007732049,0.000022434355,0.0001669528,0.0001397424,0.00024847075],"category_scores_gemma":[0.000034990342,0.0002041082,0.00014255702,0.00014724657,0.00007524298,0.00011076286,0.000008306391,0.00017929784,0.00007146274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002998591,0.00023340453,0.0014210069,0.00021022178,0.0016260189,0.0000099788695,0.0007099293,0.0012635934,0.5897019,0.32420862,0.0676504,0.012665049],"study_design_scores_gemma":[0.008668266,0.0036645806,0.0021732445,0.00018561045,0.0005437184,0.000105039515,0.00010249463,0.070767224,0.3668209,0.06139285,0.4835403,0.002035771],"about_ca_topic_score_codex":0.00001533937,"about_ca_topic_score_gemma":0.0000644339,"teacher_disagreement_score":0.93798345,"about_ca_system_score_codex":0.00013448879,"about_ca_system_score_gemma":0.000108557644,"threshold_uncertainty_score":0.8323291},"labels":[],"label_agreement":null},{"id":"W2900740813","doi":"10.1049/iet-pel.2018.5283","title":"Direct power control with common mode voltage reduction of grid‐connected three‐level NPC inverter","year":2018,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Inverter; Reduction (mathematics); Common-mode signal; Computer science; Grid; Voltage; Table (database); Power (physics); AC power; Control theory (sociology); Power control; Point (geometry); Mode (computer interface); Algorithm; Control (management); Mathematics; Engineering; Electrical engineering; Telecommunications; Artificial intelligence; Physics; Data mining","score_opus":0.008320434215260734,"score_gpt":0.2085801377652458,"score_spread":0.20025970354998507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900740813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8589408,0.0008050194,0.12361505,0.00017330602,0.0018644138,0.0008093377,0.00018842731,0.00072715664,0.012876505],"genre_scores_gemma":[0.9992153,0.00003378582,0.00014923685,0.00021129586,0.00010965468,0.000020909145,0.000025806536,0.0000926482,0.00014138177],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983012,0.000032829583,0.0003747325,0.0003378925,0.00029112404,0.0006622185],"domain_scores_gemma":[0.9990346,0.00003667647,0.00009728301,0.00054110447,0.00016844712,0.00012188163],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012748929,0.00035592858,0.00046732544,0.00013446652,0.00007758338,0.000035540874,0.00028383185,0.0001868155,0.00026884075],"category_scores_gemma":[0.0000089621535,0.00031409302,0.00011285684,0.0002701275,0.00016349627,0.00024747467,0.000022341437,0.0003296444,0.00004661429],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037100534,0.0010035656,0.009900828,0.00042125085,0.0053062076,0.000052949832,0.01347449,0.007520907,0.76209116,0.0056064636,0.13611479,0.054797325],"study_design_scores_gemma":[0.004874906,0.0020184184,0.0052335756,0.00016824433,0.00023792834,0.000084219006,0.00024590726,0.80966383,0.16390806,0.00076262467,0.011409193,0.0013930855],"about_ca_topic_score_codex":0.00013605111,"about_ca_topic_score_gemma":0.0006425509,"teacher_disagreement_score":0.8021429,"about_ca_system_score_codex":0.00018611125,"about_ca_system_score_gemma":0.00008040226,"threshold_uncertainty_score":0.9999311},"labels":[],"label_agreement":null},{"id":"W2903344020","doi":"10.1049/iet-pel.2018.5664","title":"Modelling and sliding‐mode control of a single‐phase single‐stage converter with application to plug‐in electric vehicles","year":2018,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Sliding mode control; Lyapunov function; Power (physics); Grid; Power factor; Computer science; Mode (computer interface); Boundary (topology); Resistive touchscreen; Lyapunov stability; Voltage; Engineering; Control (management); Mathematics; Nonlinear system; Physics","score_opus":0.004774093608710582,"score_gpt":0.20640379101744571,"score_spread":0.20162969740873513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903344020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65387076,0.00086397433,0.34449807,0.0000466595,0.000020610807,0.00029242758,0.0000075919816,0.000080393576,0.00031953328],"genre_scores_gemma":[0.9986976,0.000058656406,0.0009486485,0.00012581376,0.000055251883,0.00002537716,0.000005193947,0.00006104098,0.000022425975],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985565,0.000020949677,0.00032118667,0.0003059965,0.0001942276,0.0006011162],"domain_scores_gemma":[0.99942595,0.000046170495,0.00006981881,0.00025248074,0.00010101339,0.00010455512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011946772,0.00024501336,0.0003215779,0.00021089769,0.0000474784,0.000038648952,0.00015293145,0.00013568031,0.000011581248],"category_scores_gemma":[0.0000073704196,0.00023059729,0.000034996512,0.00058439234,0.000032451455,0.00014670832,0.000012995798,0.0002645495,0.0000043399086],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003288569,0.00013324613,0.00034994388,0.000053927874,0.00007608054,0.0000032052824,0.00071420736,0.06305573,0.92441404,0.0019658469,0.0001268082,0.008778118],"study_design_scores_gemma":[0.0016585365,0.0018422815,0.00004325663,0.00003188755,0.000027543489,0.000014453007,0.000022775293,0.755921,0.23654434,0.00042125763,0.0031797239,0.00029294935],"about_ca_topic_score_codex":0.000030384588,"about_ca_topic_score_gemma":0.00007108529,"teacher_disagreement_score":0.69286525,"about_ca_system_score_codex":0.0002218396,"about_ca_system_score_gemma":0.00005392517,"threshold_uncertainty_score":0.94034845},"labels":[],"label_agreement":null},{"id":"W2905250738","doi":"10.1049/iet-pel.2018.5096","title":"Modular control with carrier auto‐interleaving and capacitor‐voltage balancing for MMCs","year":2018,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Interleaving; Modular design; Capacitor; Control (management); Voltage; Computer science; Electrical engineering; Embedded system; Engineering; Operating system","score_opus":0.002564009900724434,"score_gpt":0.18617517681514423,"score_spread":0.18361116691441978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905250738","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48846787,0.0011067262,0.5084414,0.000023661612,0.0005134875,0.00052532554,0.00002288541,0.00027989617,0.00061872933],"genre_scores_gemma":[0.998942,0.000012043335,0.00036122295,0.000042348318,0.00032665502,0.000080334954,0.0000029510672,0.000060358994,0.00017208814],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990308,0.000012570744,0.00017242912,0.00021183351,0.00011250156,0.00045986366],"domain_scores_gemma":[0.9995887,0.000025496123,0.00003590604,0.00019047223,0.000084521205,0.0000748718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020229274,0.00017926202,0.00020785755,0.00004891719,0.00012175978,0.00006436489,0.00007129267,0.000114677125,0.000012780207],"category_scores_gemma":[0.00001802273,0.00015933903,0.000039925573,0.00007865696,0.000038964885,0.0001439476,0.000006729843,0.00018495078,0.000005545907],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033705446,0.000041450043,0.0021474406,0.00044903922,0.0007631228,0.000013651383,0.0051636323,0.0031663901,0.9691129,0.003196989,0.0029224337,0.012685923],"study_design_scores_gemma":[0.003964379,0.0025935078,0.0013148125,0.0002389418,0.00012156189,0.00017118471,0.0003910286,0.55751675,0.04595107,0.0004442972,0.38624746,0.0010449862],"about_ca_topic_score_codex":0.00002771635,"about_ca_topic_score_gemma":0.000098169694,"teacher_disagreement_score":0.9231618,"about_ca_system_score_codex":0.00015463338,"about_ca_system_score_gemma":0.00003166814,"threshold_uncertainty_score":0.64976573},"labels":[],"label_agreement":null},{"id":"W2912408185","doi":"10.1049/iet-pel.2018.6182","title":"Robust three degrees of freedom based on <i>H</i> ∞ controller of voltage/current loops for DG unit in micro grids","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Université du Québec à Trois-Rivières","funders":"","keywords":"Controller (irrigation); Control theory (sociology); Current (fluid); Degrees of freedom (physics and chemistry); Voltage; Unit (ring theory); Computer science; Topology (electrical circuits); Control engineering; Physics; Engineering; Mathematics; Electrical engineering; Control (management); Artificial intelligence; Biology","score_opus":0.008945600947983386,"score_gpt":0.196399611221986,"score_spread":0.1874540102740026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912408185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58009136,0.034571625,0.37721106,0.00017814088,0.001862901,0.0036397125,0.00037708585,0.00025867173,0.0018094451],"genre_scores_gemma":[0.9980694,0.00027152602,0.0014291006,0.000030153602,0.00003673972,0.00003411565,0.000051760322,0.000049097212,0.00002810727],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886185,0.000015985639,0.00039551005,0.00018840678,0.00014984894,0.00038842895],"domain_scores_gemma":[0.99935603,0.00012805442,0.00009734805,0.0002617249,0.00012057525,0.000036262067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021168073,0.00020170094,0.00040425244,0.0001590387,0.000013382172,0.000010969605,0.00020202865,0.00011228087,0.00005364964],"category_scores_gemma":[0.000022889617,0.00019459563,0.00013641812,0.00022668825,0.00002205435,0.00006341665,0.000012454347,0.00021839628,0.000006618263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026712505,0.00011290548,0.0028601561,0.00012160599,0.00004699444,2.2938245e-7,0.000034361467,0.97121555,0.022416968,0.0006114715,0.0005781432,0.0017344801],"study_design_scores_gemma":[0.005159307,0.00049156876,0.0014933775,0.00010196862,0.000036542904,4.5663407e-7,0.000007646212,0.97676027,0.006687405,0.00008044792,0.008943721,0.00023731576],"about_ca_topic_score_codex":0.000012514833,"about_ca_topic_score_gemma":0.00025073302,"teacher_disagreement_score":0.41797802,"about_ca_system_score_codex":0.0000662361,"about_ca_system_score_gemma":0.00008588415,"threshold_uncertainty_score":0.7935379},"labels":[],"label_agreement":null},{"id":"W2915232054","doi":"10.1049/iet-pel.2018.6143","title":"Systematic approach to construct and assess power electronic conversion architectures using graph theory and its application in a fuel cell system","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"","keywords":"Construct (python library); Graph theory; Computer science; Graph; Theoretical computer science; Computer architecture; Distributed computing; Mathematics; Programming language","score_opus":0.0051075746202588574,"score_gpt":0.2236444648439212,"score_spread":0.21853689022366235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915232054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9551785,0.011750474,0.02973726,0.00000951745,0.000048526646,0.001869029,0.0000049430196,0.00030523498,0.0010964893],"genre_scores_gemma":[0.9991088,0.00017377934,0.0005098598,0.000021192243,0.000004124275,0.000106969834,0.0000035288679,0.000056061803,0.000015722182],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998127,0.00013253243,0.00030533917,0.00042901057,0.00023729395,0.0007688502],"domain_scores_gemma":[0.99922574,0.00019133455,0.00006366673,0.00040030424,0.00004252118,0.00007643457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057270867,0.0002681572,0.0004068517,0.00040278822,0.000043886623,0.000047916918,0.0002674,0.0001815421,0.0000027924682],"category_scores_gemma":[0.000033144155,0.0002541124,0.000035352325,0.00047175545,0.00004476609,0.00010296351,0.00011744735,0.000593547,0.00001088766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005263248,0.00024154944,0.005032199,0.111773595,0.00052801985,0.000021743825,0.0028478752,0.123302065,0.56570333,0.18921785,0.00004016003,0.0007653064],"study_design_scores_gemma":[0.0067842286,0.0020048516,0.0018468993,0.005048809,0.00025753156,0.0014654608,0.012241403,0.80699927,0.13690773,0.021449827,0.00066649274,0.0043275114],"about_ca_topic_score_codex":0.0000025560212,"about_ca_topic_score_gemma":0.00000452069,"teacher_disagreement_score":0.6836972,"about_ca_system_score_codex":0.00050812,"about_ca_system_score_gemma":0.000059978734,"threshold_uncertainty_score":0.9999911},"labels":[],"label_agreement":null},{"id":"W2926447589","doi":"10.1049/iet-pel.2018.5496","title":"Comparative study of multi‐objective finite set predictive control methods with new max–min strategy applied on a seven‐level packed <i>U</i> ‐cell inverter","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Object Research Systems (Canada)","funders":"","keywords":"Total harmonic distortion; Inverter; Control theory (sociology); Weighting; Selection (genetic algorithm); Computer science; Capacitor; Power factor; Line (geometry); Model predictive control; Controller (irrigation); Voltage; Control (management); Engineering; Mathematics; Machine learning; Artificial intelligence; Electrical engineering","score_opus":0.024683557837718847,"score_gpt":0.27155820628212446,"score_spread":0.2468746484444056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2926447589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7136853,0.00027592827,0.27448174,0.000017696151,0.00033649776,0.0036057245,0.0002208527,0.0002774711,0.007098798],"genre_scores_gemma":[0.99819964,0.0000119788265,0.0008794705,0.00024076967,0.000022755898,0.00011497699,0.000026213173,0.00008928583,0.00041490333],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99773985,0.00015933998,0.0004607314,0.0005702851,0.00037362552,0.00069617544],"domain_scores_gemma":[0.9986814,0.00028924338,0.00017371277,0.0005583239,0.000117173404,0.00018009171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022493971,0.0005631638,0.00090755534,0.00016527198,0.00004789959,0.00004018753,0.00033377012,0.0001830165,0.00010118014],"category_scores_gemma":[0.000004843714,0.00048222116,0.00010850723,0.00032059,0.000056222918,0.00015452012,0.000031768144,0.00068930537,0.000072633724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0133682825,0.005766254,0.008180228,0.00047035696,0.0109071415,0.00005113494,0.18395688,0.61561006,0.11867325,0.0009823671,0.013343914,0.028690126],"study_design_scores_gemma":[0.019228982,0.007174227,0.005613856,0.00007324273,0.00030146405,0.0000057953457,0.012601226,0.9128321,0.04011625,0.00018619081,0.0007234539,0.0011432578],"about_ca_topic_score_codex":0.00008538946,"about_ca_topic_score_gemma":0.00026066223,"teacher_disagreement_score":0.297222,"about_ca_system_score_codex":0.00024693477,"about_ca_system_score_gemma":0.00022538174,"threshold_uncertainty_score":0.99976295},"labels":[],"label_agreement":null},{"id":"W2944549214","doi":"10.1049/iet-pel.2018.6362","title":"New modulation scheme and voltage balancing control of modular multilevel converters for modern electric ships","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Modular design; Converters; Modulation (music); Scheme (mathematics); Voltage; Computer science; Electronic engineering; Control (management); Control theory (sociology); Engineering; Electrical engineering; Physics; Mathematics; Artificial intelligence","score_opus":0.004258520443171542,"score_gpt":0.1914653767045037,"score_spread":0.18720685626133216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944549214","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39658666,0.0012652142,0.6012529,0.0000094732695,0.00015718547,0.0005814361,0.000006339402,0.00008480434,0.00005595837],"genre_scores_gemma":[0.9987656,0.00003736596,0.0009104588,0.000016774187,0.000048000726,0.00003006679,0.000007921191,0.000047798032,0.00013601159],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900526,0.000012900239,0.0002709925,0.00021038318,0.00013794473,0.0003625284],"domain_scores_gemma":[0.9995726,0.000042933865,0.00006912755,0.00018945974,0.00006102662,0.00006486684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019087848,0.00016782836,0.00027579805,0.000094056035,0.000030665295,0.000022188286,0.000074885385,0.00014976953,0.000010707214],"category_scores_gemma":[0.000019358158,0.0001779052,0.00006770614,0.00010637647,0.0000052143237,0.0001706632,0.000006497104,0.00016982677,0.0000059178888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061163126,0.000010629317,0.0008623088,0.00016619956,0.00010767022,2.1771051e-7,0.00027575262,0.02338817,0.9602897,0.0008880443,0.000104779974,0.013845378],"study_design_scores_gemma":[0.0016777898,0.0001830963,0.0012298916,0.000028152777,0.000016136617,0.0000047592034,0.000010628135,0.97369,0.020837823,0.00064040016,0.0014908159,0.00019051264],"about_ca_topic_score_codex":0.000028940147,"about_ca_topic_score_gemma":0.0000075217968,"teacher_disagreement_score":0.9503018,"about_ca_system_score_codex":0.00012972578,"about_ca_system_score_gemma":0.00004855478,"threshold_uncertainty_score":0.7254763},"labels":[],"label_agreement":null},{"id":"W2951880259","doi":"10.1049/iet-pel.2018.6381","title":"Gate driver IC for enhancement mode GaN power transistors with senseFET reverse conduction detection circuit","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Taiwan Semiconductor Manufacturing Company","keywords":"Transistor; Electronic circuit; Materials science; Logic gate; CMOS; Gallium nitride; Gate driver; Voltage; Electrical engineering; Converters; Switching time; Power (physics); Optoelectronics; Electronic engineering; Engineering; Physics","score_opus":0.007393969948340928,"score_gpt":0.22248435280894063,"score_spread":0.2150903828605997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951880259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832136,0.00006034409,0.01301135,0.000069642934,0.0007767633,0.0008353215,0.00008186698,0.000050429655,0.0019006917],"genre_scores_gemma":[0.99757147,0.000007823337,0.000085736785,0.00012635281,0.00009629111,0.00007635975,0.000102905215,0.000051591538,0.0018814439],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985468,0.000034835437,0.00026497085,0.00043673173,0.00018332407,0.0005333818],"domain_scores_gemma":[0.99926424,0.000023374932,0.00017910909,0.0003269479,0.00012490929,0.0000814451],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014660829,0.00025894478,0.00029578162,0.000064406486,0.00008625413,0.000044600383,0.00010688378,0.00007897939,0.001327371],"category_scores_gemma":[0.0000010388976,0.00024401545,0.00013806255,0.00011293389,0.000029239913,0.00018779797,0.0000068170007,0.0001692798,0.000081852595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018801916,0.00010125576,0.00014568341,0.00003338165,0.00017501894,4.8712656e-7,0.0004888172,0.00021617215,0.9957185,0.0014200364,0.0007220304,0.00079064025],"study_design_scores_gemma":[0.0019485116,0.0011220974,0.00007935184,0.000039269737,0.00013972848,0.000004257775,0.0005771639,0.00013425261,0.88135856,0.001020156,0.113057405,0.00051926496],"about_ca_topic_score_codex":0.000130607,"about_ca_topic_score_gemma":0.00007920777,"teacher_disagreement_score":0.114359915,"about_ca_system_score_codex":0.00013328301,"about_ca_system_score_gemma":0.0001369076,"threshold_uncertainty_score":0.99958557},"labels":[],"label_agreement":null},{"id":"W2951890792","doi":"10.1049/iet-pel.2018.6287","title":"Switch fault diagnosis for boost DC–DC converters in photovoltaic MPPT systems by using high‐gain observers","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Photovoltaic system; Maximum power point tracking; Converters; Control theory (sociology); Fault (geology); Computer science; Boost converter; Residual; Engineering; Voltage; Inverter; Control (management); Algorithm; Electrical engineering","score_opus":0.01147866069052789,"score_gpt":0.2420927550448544,"score_spread":0.2306140943543265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951890792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97668785,0.0034913938,0.012469063,0.00010425145,0.001458291,0.0038153967,0.00017372909,0.00073984364,0.001060177],"genre_scores_gemma":[0.9961779,0.0004173986,0.00063609856,0.00048926903,0.00004535497,0.0008699866,0.00022742635,0.00018552392,0.00095100346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996407,0.00019890939,0.0008911841,0.0008104322,0.0004942464,0.0011982698],"domain_scores_gemma":[0.9980718,0.00032396475,0.00040592568,0.00080442196,0.00023647922,0.00015742687],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064139365,0.0005159156,0.0007973015,0.00028651275,0.000105602834,0.00016092164,0.00058583164,0.00046734005,0.00017183601],"category_scores_gemma":[0.000108896355,0.00055895635,0.00020709766,0.0006417067,0.000047372552,0.00043979665,0.00007688786,0.00035843448,0.00006466757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062299025,0.00078234146,0.04014823,0.0008311413,0.0007152438,0.000028557164,0.0013886021,0.077972785,0.786684,0.009192357,0.08089859,0.0007351977],"study_design_scores_gemma":[0.0048047164,0.0009570656,0.00010489405,0.0005491821,0.00011037008,0.000029201461,0.0007454305,0.2503765,0.5275648,0.0005264038,0.21249498,0.0017363961],"about_ca_topic_score_codex":0.008580949,"about_ca_topic_score_gemma":0.0007794017,"teacher_disagreement_score":0.25911912,"about_ca_system_score_codex":0.0017298291,"about_ca_system_score_gemma":0.00030099522,"threshold_uncertainty_score":0.9996862},"labels":[],"label_agreement":null},{"id":"W2954003020","doi":"10.1049/iet-pel.2018.6151","title":"Coupled‐inductor‐based high step‐up DC–DC converter","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Inductor; Electrical engineering; Forward converter; Flyback converter; Ćuk converter; Computer science; Boost converter; Engineering; Voltage","score_opus":0.0042320079241546125,"score_gpt":0.19918516233198147,"score_spread":0.19495315440782685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954003020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70256835,0.002409331,0.28407824,0.00041572336,0.0055178483,0.0009646594,0.000036001366,0.001600729,0.0024090915],"genre_scores_gemma":[0.9971597,0.00006224659,0.00046962447,0.00062146544,0.00006465329,0.000025745636,0.000047278107,0.00015025932,0.0013990134],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979199,0.00002412821,0.00031813834,0.0004292838,0.0003424504,0.00096610026],"domain_scores_gemma":[0.99885815,0.000085968575,0.00005805443,0.00077310024,0.000073115974,0.0001516147],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000112519825,0.00039156724,0.00038728007,0.000114915565,0.00004332269,0.000050252907,0.00036891518,0.00020936981,0.0013631416],"category_scores_gemma":[0.000013044804,0.00041685245,0.00012811477,0.0002537771,0.000041602245,0.00029131075,0.000037131453,0.0005857367,0.0014892276],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007563006,0.00052132306,0.00654636,0.0009366541,0.0020062954,0.00016424434,0.0018522461,0.0210308,0.7436116,0.027041163,0.0613211,0.13421197],"study_design_scores_gemma":[0.0037520842,0.000495354,0.0007020122,0.00006136182,0.000071048176,0.000020889947,0.00008346774,0.7092477,0.022758579,0.00051114266,0.26088703,0.0014093448],"about_ca_topic_score_codex":0.000014020029,"about_ca_topic_score_gemma":0.00002978637,"teacher_disagreement_score":0.720853,"about_ca_system_score_codex":0.00050901395,"about_ca_system_score_gemma":0.00014847328,"threshold_uncertainty_score":0.99982834},"labels":[],"label_agreement":null},{"id":"W2969236637","doi":"10.1049/iet-pel.2018.5916","title":"Model predictive current control based on a generalised adjacent voltage vectors approach for multilevel inverters","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Fuzhou University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Model predictive control; Current (fluid); Control theory (sociology); Voltage; Computer science; Control (management); Engineering; Electrical engineering; Artificial intelligence","score_opus":0.012931214620862204,"score_gpt":0.21512344453705112,"score_spread":0.20219222991618893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969236637","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016669998,0.00043223694,0.97891533,0.000035126825,0.0008581792,0.0017206168,0.00028851698,0.00033913442,0.00074087566],"genre_scores_gemma":[0.99727106,0.00003962082,0.0010056341,0.00083929853,0.00005650406,0.0004100455,0.00014605903,0.00012628309,0.000105497886],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99782896,0.000029378965,0.00034491572,0.00054015656,0.0003511765,0.00090539013],"domain_scores_gemma":[0.9990644,0.0000718448,0.00007013858,0.00051432895,0.000082689425,0.00019661889],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001561275,0.0004696397,0.00044239927,0.00015988442,0.00006381442,0.0000506276,0.00034142693,0.00017660564,0.000043426455],"category_scores_gemma":[0.000012684084,0.00045308063,0.00028143945,0.0001130282,0.000033114997,0.00014376768,0.0000165946,0.00043286444,0.000028196013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042430256,0.00023741892,0.00038017175,0.0001700914,0.00019517656,6.92657e-7,0.00043539717,0.96741134,0.005418526,0.00039246058,0.010420093,0.014514339],"study_design_scores_gemma":[0.004425186,0.0003304509,0.00014371403,0.000036097754,0.00005811009,5.828367e-7,0.000026173902,0.99001336,0.0013921234,0.00006227428,0.0029937262,0.0005181938],"about_ca_topic_score_codex":0.000005005416,"about_ca_topic_score_gemma":0.0000030259653,"teacher_disagreement_score":0.9806011,"about_ca_system_score_codex":0.00056036166,"about_ca_system_score_gemma":0.00015823937,"threshold_uncertainty_score":0.9997921},"labels":[],"label_agreement":null},{"id":"W2970699946","doi":"10.1049/iet-pel.2019.0366","title":"High boost transformer‐based Z‐source inverter under continuous input current profile","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Modulation index; Inverter; Inductor; Capacitor; Total harmonic distortion; Duty cycle; Transformer; Electronic engineering; Voltage; Topology (electrical circuits); Diode; Computer science; Control theory (sociology); Engineering; Electrical engineering","score_opus":0.005053605037079353,"score_gpt":0.19508741399547674,"score_spread":0.1900338089583974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970699946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8117367,0.0032070333,0.1712814,0.00055138685,0.0039216606,0.0015183404,0.00007577552,0.0012126537,0.0064950683],"genre_scores_gemma":[0.9978415,0.00010172015,0.000096307085,0.0009639813,0.000053930915,0.000049213188,0.00006884433,0.00010464463,0.00071985705],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981525,0.000027410884,0.00033281508,0.00035154136,0.00029332377,0.0008424234],"domain_scores_gemma":[0.99929935,0.00003422468,0.000042965647,0.0004268197,0.000050240134,0.00014642523],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000097262026,0.00036820772,0.00037177576,0.000111054156,0.000048565067,0.00006798768,0.00029669428,0.00016345448,0.0011760098],"category_scores_gemma":[0.000002483054,0.00035679617,0.00016648076,0.00017877368,0.000037939335,0.00018519211,0.000013083743,0.00053582224,0.0007800884],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005470947,0.0009349179,0.0068302243,0.0013385405,0.0012784931,0.00002626893,0.0045295325,0.034574687,0.12302868,0.0074654254,0.15397216,0.665474],"study_design_scores_gemma":[0.0030510917,0.00037636195,0.0009052512,0.00011228655,0.00006733756,0.00001010654,0.00009735979,0.61848277,0.03577347,0.00026635785,0.33973145,0.0011261575],"about_ca_topic_score_codex":0.000021729007,"about_ca_topic_score_gemma":0.000022036014,"teacher_disagreement_score":0.6643478,"about_ca_system_score_codex":0.00025409754,"about_ca_system_score_gemma":0.000100929945,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W2980042650","doi":"10.1049/iet-pel.2018.5459","title":"Single‐stage single‐switch high power factor driving circuit for lighting applications","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; York University","funders":"","keywords":"Single stage; Stage (stratigraphy); Power factor; Power (physics); Factor (programming language); Computer science; Electrical engineering; Engineering; Voltage; Physics; Geology","score_opus":0.007581133012977963,"score_gpt":0.2077359751848007,"score_spread":0.20015484217182272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980042650","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23667519,0.00095816335,0.7550556,0.00011409023,0.00083512324,0.0013554032,0.000049931277,0.0010627682,0.0038937174],"genre_scores_gemma":[0.99647725,0.000025945961,0.0017804524,0.00012359791,0.00009201084,0.00015805257,0.000038625243,0.00020014272,0.00110392],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977452,0.000013842074,0.0004133515,0.00050931453,0.00026420795,0.0010540873],"domain_scores_gemma":[0.99873614,0.00021794916,0.00011129858,0.0006912316,0.00010340294,0.00014000427],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009988366,0.00038429396,0.00036213387,0.0001359266,0.00011069411,0.000102046986,0.0003927053,0.00019548324,0.00027932692],"category_scores_gemma":[0.000037876864,0.00044108654,0.00016325746,0.00031373973,0.00002542021,0.00036191702,0.000051987125,0.0004034129,0.00020999186],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016562193,0.00015785868,0.0007961884,0.00015384401,0.00021496131,0.000002832845,0.0008050421,0.0016765718,0.9479545,0.012030532,0.0004674431,0.035723694],"study_design_scores_gemma":[0.0019427082,0.00079094176,0.0005906416,0.00011722989,0.00007722594,0.000021174648,0.0003188295,0.024038598,0.11766304,0.0031712053,0.84919536,0.0020730165],"about_ca_topic_score_codex":0.0000018851186,"about_ca_topic_score_gemma":0.000020834788,"teacher_disagreement_score":0.84872794,"about_ca_system_score_codex":0.0007811014,"about_ca_system_score_gemma":0.000065469554,"threshold_uncertainty_score":0.9998041},"labels":[],"label_agreement":null},{"id":"W2987045190","doi":"10.1049/iet-pel.2019.0193","title":"Reduced switching state multilevel improved power factor converter for level‐3 electric vehicle applications","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Topology (electrical circuits); Fault (geology); Electric vehicle; Transient (computer programming); Power (physics); Power factor; Voltage; Engineering; Control theory (sociology); Computer science; Electronic engineering; Electrical engineering; Control (management); Physics","score_opus":0.0106882454576081,"score_gpt":0.22357129037338638,"score_spread":0.21288304491577828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987045190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5693911,0.00076299015,0.42475012,0.00013334572,0.00091263675,0.0025217247,0.00017564536,0.0006606336,0.00069181627],"genre_scores_gemma":[0.9973295,0.00007019259,0.00057823583,0.00044716249,0.000043208263,0.00037624943,0.000036287085,0.00015822021,0.0009609463],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99764967,0.000020994596,0.0004628783,0.0005341347,0.0002171347,0.0011151965],"domain_scores_gemma":[0.9988767,0.000109888344,0.000095593045,0.00060573063,0.0001311409,0.00018098565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012501217,0.0004326403,0.00040787362,0.00016103483,0.00011095179,0.00010620114,0.0004315598,0.0001917974,0.00024055027],"category_scores_gemma":[0.000011248097,0.00044416875,0.00021736627,0.00023170745,0.00001576247,0.00029726207,0.00003675057,0.0004720281,0.00025565564],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080332175,0.00007732386,0.000203316,0.000092366376,0.00025966455,8.065381e-7,0.00091391365,0.00018648461,0.89466196,0.00034598666,0.0018247339,0.101353124],"study_design_scores_gemma":[0.00206241,0.0002650247,0.0017500775,0.000020389896,0.000033294127,0.0000062184117,0.00006011941,0.87080663,0.08548719,0.000479587,0.03817143,0.00085760263],"about_ca_topic_score_codex":0.000018593917,"about_ca_topic_score_gemma":0.0000158524,"teacher_disagreement_score":0.8706202,"about_ca_system_score_codex":0.00037215286,"about_ca_system_score_gemma":0.00015854495,"threshold_uncertainty_score":0.999801},"labels":[],"label_agreement":null},{"id":"W2987413824","doi":"10.1049/iet-pel.2019.0222","title":"Synchronous‐frame decoupling current regulators for induction motor control in high‐power drive systems: modelling and design","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Decoupling (probability); Control theory (sociology); Inverter; Computer science; Induction motor; Reference frame; Operating point; Torque; Bandwidth (computing); Control engineering; Engineering; Frame (networking); Electronic engineering; Control (management); Voltage; Physics","score_opus":0.008784932491016684,"score_gpt":0.20462483738431977,"score_spread":0.19583990489330308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987413824","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43052995,0.0036786438,0.5637776,0.000013512741,0.0010322253,0.00085879036,0.000007944782,0.00009148088,0.000009830859],"genre_scores_gemma":[0.9987254,0.00029559503,0.000664746,0.000029943169,0.000049008802,0.00013656435,0.000007081745,0.00007014721,0.000021482618],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855626,0.000025740637,0.0003452359,0.00034177233,0.00014563047,0.00058535807],"domain_scores_gemma":[0.99945873,0.00009569538,0.000064399654,0.00023850593,0.000056653196,0.00008602912],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025296913,0.00026425163,0.00035648068,0.00015149565,0.000044753862,0.00007370209,0.00012446682,0.00017842115,0.000013409439],"category_scores_gemma":[0.0000061944115,0.00027626005,0.00006568479,0.000099221856,0.000019054694,0.00023307344,0.000011817568,0.00032173784,0.000012818352],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011424428,0.000038973805,0.0007297243,0.0001871173,0.00012499084,0.0000010693864,0.00060619507,0.98851967,0.004407472,0.0012399423,0.00029387846,0.0037367288],"study_design_scores_gemma":[0.0013258295,0.00017740071,0.00013743245,0.00011929819,0.000025943235,0.000004310517,0.000094077244,0.99564034,0.00040581697,0.00025348805,0.0014902055,0.000325854],"about_ca_topic_score_codex":0.000019849782,"about_ca_topic_score_gemma":0.000004389928,"teacher_disagreement_score":0.56819546,"about_ca_system_score_codex":0.00044070111,"about_ca_system_score_gemma":0.00006585237,"threshold_uncertainty_score":0.99996895},"labels":[],"label_agreement":null},{"id":"W2990466746","doi":"10.1049/iet-pel.2019.0777","title":"Analysis and design of single‐stage, two‐mode AC/DC converters for on‐board battery charging applications","year":2019,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Converters; Battery (electricity); Topology (electrical circuits); Voltage; Electric-vehicle battery; Buck converter; Power (physics); Electric vehicle; Network topology; Electrical engineering; Electronic engineering; Computer science; Engineering; Physics","score_opus":0.013214486717461118,"score_gpt":0.2730282471269225,"score_spread":0.25981376040946136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990466746","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1478986,0.00037584346,0.85018265,0.000116359406,0.000039415547,0.0007776342,0.000036040456,0.0002632775,0.00031018042],"genre_scores_gemma":[0.9944725,0.00016298698,0.0048307874,0.00006955943,0.000008989596,0.00018682465,0.000019990355,0.00004774571,0.00020060236],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881727,0.000016361902,0.00021029673,0.0002881763,0.00016433073,0.00050357985],"domain_scores_gemma":[0.99909323,0.00026172,0.000051401476,0.0004948436,0.000055372522,0.000043431908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012362465,0.00017200706,0.00030082042,0.00032150166,0.00003815783,0.000024251096,0.0002673213,0.000090381756,0.000051250037],"category_scores_gemma":[0.000019103709,0.0001808952,0.000082512954,0.0004748599,0.00005660474,0.000108945576,0.000044160104,0.00023311064,0.00001949203],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010499805,0.000105250365,0.0032911093,0.00021468465,0.0012499819,0.0000014025273,0.00017546948,0.37338626,0.60413784,0.0022898552,0.0005202346,0.01452292],"study_design_scores_gemma":[0.0016085405,0.0008819781,0.00041823927,0.00003692213,0.00023065296,0.0000028969657,0.00018222287,0.5049709,0.47169536,0.0015868633,0.017630493,0.00075494347],"about_ca_topic_score_codex":0.0000022095658,"about_ca_topic_score_gemma":0.000006279438,"teacher_disagreement_score":0.84657395,"about_ca_system_score_codex":0.00019836042,"about_ca_system_score_gemma":0.000025764204,"threshold_uncertainty_score":0.7376692},"labels":[],"label_agreement":null},{"id":"W3001043477","doi":"10.1049/iet-pel.2019.1263","title":"Three‐stage SiC‐based bi‐directional on‐board battery charger with titanium level efficiency","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Battery charger; Electrical engineering; Computer science; Inverter; Voltage; Power (physics); Electronic engineering; Materials science; Battery (electricity); Engineering; Physics","score_opus":0.014699022824585798,"score_gpt":0.20568340132462073,"score_spread":0.19098437850003494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001043477","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024064558,0.0003949392,0.9702171,0.0013535395,0.00046692963,0.00027709772,0.000056157813,0.0007888889,0.0023807622],"genre_scores_gemma":[0.99512833,0.000021150561,0.0022207736,0.002129005,0.00012749474,0.00003137099,0.000023583187,0.00012230007,0.00019601012],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839145,0.000011901038,0.00019820256,0.00038323246,0.00036839567,0.00064682553],"domain_scores_gemma":[0.99939597,0.00006830831,0.000040520594,0.0002885921,0.000048098587,0.00015852177],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000059634425,0.00031001875,0.0002376368,0.00007498499,0.00007450825,0.000034917764,0.00022362667,0.00009186133,0.0005085298],"category_scores_gemma":[0.000016651898,0.00029177475,0.00008751792,0.00037392895,0.000044820037,0.00013757456,0.000018824643,0.0005000255,0.00034295837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018033496,0.0009170022,0.005548616,0.00059523364,0.0013782969,0.00038546862,0.0019319645,0.56013745,0.28205213,0.012962416,0.08898281,0.043305293],"study_design_scores_gemma":[0.0025030011,0.0016829255,0.0022617134,0.00006797676,0.0000624987,0.000013535766,0.000054007753,0.73293525,0.04243378,0.00012327719,0.21630259,0.0015594343],"about_ca_topic_score_codex":0.0000030463736,"about_ca_topic_score_gemma":0.00004190949,"teacher_disagreement_score":0.97106373,"about_ca_system_score_codex":0.00027109997,"about_ca_system_score_gemma":0.0001295844,"threshold_uncertainty_score":0.99995345},"labels":[],"label_agreement":null},{"id":"W3007356494","doi":"10.1049/iet-pel.2019.0715","title":"Power sharing strategy for multi‐source electrical auxiliary power unit with bi‐directional interaction capability","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; École de Technologie Supérieure","funders":"","keywords":"Robustness (evolution); Voltage; Power control; Electric power system; Auxiliary power unit; Computer science; Power management; Power (physics); Engineering; Electronic engineering; Automotive engineering; Control theory (sociology); Electrical engineering; Control (management)","score_opus":0.03300255743486252,"score_gpt":0.30228485725531945,"score_spread":0.2692822998204569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007356494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5940104,0.0009816848,0.39826357,0.0010675574,0.0002177301,0.0010749568,0.000038241218,0.0025513598,0.0017944855],"genre_scores_gemma":[0.99597687,0.0000605923,0.0032368156,0.00018881724,0.000041466013,0.00014178456,0.000033774977,0.00012033566,0.00019955938],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976141,0.000031374726,0.0003444841,0.000636054,0.00035311765,0.001020889],"domain_scores_gemma":[0.9989804,0.00016695831,0.000059008908,0.00041570017,0.000168286,0.00020966894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017439802,0.00036062463,0.0003165183,0.00016106057,0.00014534511,0.00008667525,0.00047354153,0.0002497439,0.00029779944],"category_scores_gemma":[0.000249342,0.0003483739,0.000113622664,0.0007549051,0.00009145122,0.00038870444,0.00010137135,0.001322074,0.00004194168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004301322,0.0012741684,0.018570095,0.00052270805,0.0018210006,0.000107242224,0.0020742847,0.7680955,0.15043114,0.007648032,0.016327102,0.028827395],"study_design_scores_gemma":[0.0036395618,0.005096205,0.0036116312,0.000056761466,0.0000607466,0.00016566209,0.00082374713,0.61247057,0.06547843,0.0018031081,0.30481613,0.001977479],"about_ca_topic_score_codex":0.000007777763,"about_ca_topic_score_gemma":0.00003779945,"teacher_disagreement_score":0.40196645,"about_ca_system_score_codex":0.00071640505,"about_ca_system_score_gemma":0.00014973864,"threshold_uncertainty_score":0.9998968},"labels":[],"label_agreement":null},{"id":"W3024617782","doi":"10.1049/iet-pel.2020.0117","title":"Novel high gain DC–DC converter based on coupled inductor and diode capacitor techniques with leakage inductance effects","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Villum Fonden","keywords":"Inductor; Leakage inductance; Boost converter; Capacitor; Duty cycle; Inductance; Ćuk converter; Electrical engineering; Diode; Electronic engineering; High voltage; Forward converter; Voltage; Materials science; Engineering","score_opus":0.004888804872840981,"score_gpt":0.18539525876749974,"score_spread":0.18050645389465875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024617782","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32811224,0.000508269,0.6682145,0.0007357605,0.00029092608,0.0008069649,0.00002982236,0.0011138037,0.00018771182],"genre_scores_gemma":[0.99225694,0.00004186461,0.005554679,0.0017845153,0.00010451056,0.000082925944,0.000018388133,0.00013817345,0.000017987792],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983575,0.00002583182,0.0002178762,0.00047089436,0.00029189637,0.00063602586],"domain_scores_gemma":[0.99918944,0.00013203573,0.000061017374,0.00036451741,0.000050115734,0.00020287518],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007477857,0.0004295325,0.00040713133,0.00008216944,0.00005883666,0.000049631708,0.00021514988,0.0001865905,0.000026686383],"category_scores_gemma":[0.00004708509,0.00039780763,0.000046870384,0.0002852967,0.0000922057,0.00023362372,0.000024831737,0.0007267251,0.000016133647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003172917,0.00008763833,0.00019790376,0.00028015216,0.0001614741,0.00006766044,0.0006932753,0.00041600747,0.9873451,0.0009207795,0.0009615035,0.0085511925],"study_design_scores_gemma":[0.0044386587,0.003080809,0.0005449067,0.00030562736,0.00010517046,0.000039303017,0.000067134184,0.45296055,0.52820903,0.00021726293,0.008234845,0.0017967394],"about_ca_topic_score_codex":0.0000083810655,"about_ca_topic_score_gemma":0.000017450751,"teacher_disagreement_score":0.6641447,"about_ca_system_score_codex":0.0002672743,"about_ca_system_score_gemma":0.00008652708,"threshold_uncertainty_score":0.99984735},"labels":[],"label_agreement":null},{"id":"W3034183172","doi":"10.1049/iet-pel.2020.0261","title":"Submodule power balancing control of modular multilevel converters under capacitor degradation","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Capacitor; Ripple; Converters; Modular design; Capacitance; Degradation (telecommunications); Power (physics); Supercapacitor; Decoupling capacitor; Controller (irrigation); Control theory (sociology); Voltage; Electronic engineering; Computer science; Engineering; Control (management); Electrical engineering; Chemistry; Physics; Electrode","score_opus":0.006934221380432748,"score_gpt":0.1862776140474972,"score_spread":0.17934339266706445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034183172","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36564064,0.0008894144,0.6318614,0.00016542147,0.00051622326,0.0003613359,0.000025263616,0.0002416766,0.0002986468],"genre_scores_gemma":[0.9994286,0.00002402556,0.00019497344,0.00017073362,0.000070522445,0.000022837747,0.0000104388455,0.000050168306,0.000027744],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885124,0.000035769797,0.00032718512,0.00020780796,0.00021597299,0.00036200203],"domain_scores_gemma":[0.99953836,0.000025095189,0.000071570474,0.00018549757,0.00007799988,0.00010145897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013206166,0.00018745151,0.00027734242,0.00004934008,0.000040409137,0.000022472688,0.000117383046,0.00014376256,0.000054138593],"category_scores_gemma":[0.000028348479,0.00019386229,0.000092756345,0.00014916093,0.000021260028,0.00017294577,0.000008234538,0.00025933268,0.00003117822],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008425712,0.0000461141,0.000478263,0.00016919461,0.00033373744,0.0000042371644,0.0016924173,0.052454185,0.9389245,0.0019152567,0.0014190304,0.0024788347],"study_design_scores_gemma":[0.0021233042,0.00038102764,0.0015919356,0.00004574693,0.00004399277,0.000011743944,0.0002931055,0.89977807,0.08220914,0.0001338289,0.0129079465,0.00048016236],"about_ca_topic_score_codex":0.00002930407,"about_ca_topic_score_gemma":0.000010301894,"teacher_disagreement_score":0.8567153,"about_ca_system_score_codex":0.00016980551,"about_ca_system_score_gemma":0.00004138906,"threshold_uncertainty_score":0.7905475},"labels":[],"label_agreement":null},{"id":"W3034783394","doi":"10.1049/iet-pel.2019.1577","title":"High step‐down dc–dc converter with low voltage stress and wide soft‐switching range","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Stress (linguistics); Voltage; Range (aeronautics); Forward converter; Electrical engineering; Charge pump; Boost converter; Engineering; Capacitor; Composite material","score_opus":0.0029360900146341547,"score_gpt":0.1763260470593973,"score_spread":0.17338995704476315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034783394","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.226075,0.0019595474,0.7701987,0.00049711013,0.00021873442,0.0003138959,0.000025354313,0.0005755099,0.00013612333],"genre_scores_gemma":[0.997709,0.00021523195,0.0008041832,0.0009700402,0.00006583936,0.00002026513,0.000018204984,0.00012967603,0.00006757336],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829507,0.000018726356,0.00025310402,0.0004321257,0.000262496,0.00073850446],"domain_scores_gemma":[0.9992494,0.00009199605,0.000055449564,0.0003247548,0.00004253226,0.00023589237],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000059607126,0.00038266368,0.00037971363,0.000054602875,0.00007145883,0.000081351835,0.00023572522,0.00011905278,0.00009763354],"category_scores_gemma":[0.000023899069,0.00036456468,0.00005586361,0.00020171564,0.000048289778,0.0003938541,0.00005831057,0.00060090673,0.00004826815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027681373,0.0004825408,0.049222462,0.0040648296,0.004233896,0.0015909257,0.026309807,0.024763279,0.16227703,0.008125918,0.02275346,0.6934077],"study_design_scores_gemma":[0.009678503,0.0018070732,0.0028417036,0.00047257842,0.00032331486,0.00009165023,0.00088624534,0.8820053,0.025388649,0.00065774116,0.0723731,0.0034741708],"about_ca_topic_score_codex":0.000015511087,"about_ca_topic_score_gemma":0.00010507518,"teacher_disagreement_score":0.857242,"about_ca_system_score_codex":0.0001446552,"about_ca_system_score_gemma":0.000058991973,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W3035393701","doi":"10.1049/iet-pel.2019.1592","title":"Enhanced control strategies of VSG for EV charging station under a low inertia microgrid","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Microgrid; Voltage droop; Control theory (sociology); AC power; Inertia; Controller (irrigation); Power (physics); Power control; Computer science; Voltage; Engineering; Control (management); Voltage source; Electrical engineering; Physics","score_opus":0.003952604964220185,"score_gpt":0.1952071794337009,"score_spread":0.19125457446948071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035393701","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07838528,0.006887526,0.9132438,0.00039995136,0.00013492611,0.00048740912,0.00005535979,0.00021155542,0.00019423512],"genre_scores_gemma":[0.9981638,0.00048005313,0.00090411614,0.00022512519,0.00007255427,0.00004198262,0.0000654103,0.00004067998,0.000006244289],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991278,0.000013966004,0.00026997572,0.00015973208,0.00009216791,0.00033634988],"domain_scores_gemma":[0.9996303,0.000043516957,0.00006915918,0.000100079895,0.00010456668,0.00005239126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000067688445,0.00015615874,0.00022810041,0.00004023309,0.00003135521,0.000042546075,0.00010457634,0.000074675074,0.000035404733],"category_scores_gemma":[0.000015674857,0.00016259897,0.00008108715,0.0001424295,0.000015665786,0.00018369689,0.000003476796,0.00012402337,0.0000056110016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091010515,0.000014379322,0.0000033768388,0.00008548724,0.0000941528,2.032884e-7,0.00042339286,0.33010828,0.6656076,0.0015383115,0.0003595186,0.0016742727],"study_design_scores_gemma":[0.0029068752,0.00038434254,0.00005365447,0.000028977667,0.000074698444,0.0000010896443,0.0003199409,0.57956487,0.41235423,0.00054126093,0.0034649416,0.00030509286],"about_ca_topic_score_codex":0.0000023676594,"about_ca_topic_score_gemma":0.000014933962,"teacher_disagreement_score":0.9197786,"about_ca_system_score_codex":0.00005909288,"about_ca_system_score_gemma":0.00008974738,"threshold_uncertainty_score":0.66305935},"labels":[],"label_agreement":null},{"id":"W3038390483","doi":"10.1049/iet-pel.2020.0128","title":"Multichannel sequential display LED driver with optimal transient performance and efficiency via synchronous integral control","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Transient (computer programming); Integrator; Waveform; Control theory (sociology); Channel (broadcasting); Transient response; Computer science; Pulse-width modulation; Electronic engineering; Topology (electrical circuits); Voltage; Light-emitting diode; Engineering; Control (management); Electrical engineering; Telecommunications","score_opus":0.002521861124320141,"score_gpt":0.1755709608529914,"score_spread":0.17304909972867125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038390483","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47357562,0.000416452,0.5254006,0.000092324815,0.00009374175,0.00020639105,0.000006523326,0.0001629302,0.00004545095],"genre_scores_gemma":[0.9986795,0.00009393065,0.00091754145,0.00016369265,0.0000412914,0.000023119255,0.000007724268,0.000060969396,0.00001220133],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99864244,0.000015759942,0.00020143033,0.0003177502,0.00019246935,0.0006301181],"domain_scores_gemma":[0.99957174,0.00002544453,0.000031534488,0.00015629103,0.000037638758,0.00017732603],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000046948895,0.00029554428,0.00027724679,0.00004140517,0.00007252661,0.000031764197,0.0001604277,0.0000787418,0.000033530992],"category_scores_gemma":[0.0000057421425,0.00026139256,0.000054347413,0.0001528193,0.000092399874,0.00023181149,0.000016879112,0.00041686566,0.000020464628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017369785,0.00022354991,0.0011181835,0.00039150455,0.0008406658,0.00019692372,0.015949624,0.7835689,0.12952982,0.00039991483,0.00031225878,0.06573165],"study_design_scores_gemma":[0.0022422203,0.0009120783,0.00027460235,0.000020322119,0.00006200994,0.000048329304,0.0000584226,0.9920759,0.002712143,0.0000022182428,0.0012328477,0.0003588794],"about_ca_topic_score_codex":0.0000025671554,"about_ca_topic_score_gemma":0.000012761666,"teacher_disagreement_score":0.52510387,"about_ca_system_score_codex":0.00016195668,"about_ca_system_score_gemma":0.000053248896,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W3127599338","doi":"10.1049/pel2.12028","title":"Novel high voltage gain dc–dc converter with dynamic analysis","year":2021,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"","keywords":"Boost converter; Duty cycle; Topology (electrical circuits); Forward converter; Pulse-width modulation; Ćuk converter; Flyback converter; Electronic engineering; Buck converter; Capacitor; Inductor; Buck–boost converter; Computer science; Voltage; Engineering; Electrical engineering","score_opus":0.002655980665455146,"score_gpt":0.1936390285358252,"score_spread":0.19098304787037007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127599338","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069671944,0.0012620267,0.92778236,0.0001422299,0.00021609939,0.00010867677,0.000032030777,0.00035296776,0.00043165748],"genre_scores_gemma":[0.9959154,0.00017967298,0.0022846023,0.000283578,0.00002012654,0.000019006002,0.00012807,0.0000963935,0.0010731609],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99825424,0.000015787095,0.00026153747,0.00043238729,0.00028236187,0.00075367343],"domain_scores_gemma":[0.9990156,0.000055492805,0.000047808597,0.000655166,0.00010209291,0.00012383597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000074402524,0.00032622754,0.00042421522,0.00016707364,0.000052399722,0.000056910227,0.0002206802,0.00012478209,0.0004144268],"category_scores_gemma":[0.000013301142,0.00032943155,0.0001624147,0.0010805011,0.000043865497,0.00021063324,0.00004143261,0.00043435133,0.000078952726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020483983,0.00051440654,0.0024855104,0.00023028007,0.013932504,0.00085148873,0.0018239574,0.101127684,0.80024135,0.0074701607,0.002214289,0.06890356],"study_design_scores_gemma":[0.0018993475,0.0002046911,0.0015856604,0.000031452844,0.00095315324,0.00010862229,0.00019210743,0.9499852,0.022949437,0.0004268565,0.0204618,0.0012016867],"about_ca_topic_score_codex":0.000014090215,"about_ca_topic_score_gemma":0.0007663026,"teacher_disagreement_score":0.9262434,"about_ca_system_score_codex":0.00044306056,"about_ca_system_score_gemma":0.00012665118,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W3129060749","doi":"10.1049/pel2.12077","title":"Field orientation based three‐coil decoupled wireless transmitter for electric vehicle charging with large lateral receiver misalignment tolerance","year":2021,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transmitter; Electromagnetic coil; Wireless power transfer; Electrical engineering; Decoupling (probability); Capacitor; Maximum power transfer theorem; Engineering; Electronic engineering; Power (physics); Computer science; Voltage; Physics; Channel (broadcasting)","score_opus":0.004573006895830078,"score_gpt":0.20246990046862984,"score_spread":0.19789689357279977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129060749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7049558,0.0012197858,0.29206207,0.00039073994,0.00041590587,0.00046806707,0.000023496032,0.00025968326,0.00020440479],"genre_scores_gemma":[0.9983343,0.000084282416,0.00040092718,0.00053987413,0.00010063514,0.00023394589,0.00008088606,0.00012523626,0.00009994363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977618,0.000039518574,0.00038249994,0.00047357613,0.00035238557,0.0009902351],"domain_scores_gemma":[0.99919146,0.0001242778,0.000042442283,0.0003861674,0.00014472965,0.00011094439],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001957588,0.00035145847,0.00038097732,0.0000884576,0.00012223987,0.000094599585,0.00019874092,0.0001723669,0.000112592716],"category_scores_gemma":[0.0000055158926,0.00035608135,0.0001428605,0.00045197568,0.000010821015,0.00022125745,0.0000058911137,0.0003368737,0.000014311902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026589457,0.001181175,0.026479926,0.0026195894,0.0017740258,0.00024665473,0.008465468,0.04156265,0.88741654,0.0059274244,0.008132907,0.013534709],"study_design_scores_gemma":[0.0052361824,0.00066323264,0.0012297565,0.0002147441,0.00011077942,0.000019960182,0.000058263482,0.4294771,0.54485375,0.00009840977,0.017167551,0.00087029894],"about_ca_topic_score_codex":0.000011349765,"about_ca_topic_score_gemma":0.0005395446,"teacher_disagreement_score":0.38791445,"about_ca_system_score_codex":0.0002707993,"about_ca_system_score_gemma":0.00017242134,"threshold_uncertainty_score":0.99988914},"labels":[],"label_agreement":null},{"id":"W3130910048","doi":"10.1049/iet-pel.2020.0562","title":"Multi‐resonator arrays for smart wireless power distribution: comparison with experimental assessment","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Resonator; Wireless; Power (physics); Electronic engineering; Power transmission; Electromagnetic coil; Transmission (telecommunications); Computer science; Electrical engineering; Electrical efficiency; Engineering; Telecommunications; Physics","score_opus":0.013648725437730989,"score_gpt":0.2540023829038324,"score_spread":0.24035365746610143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130910048","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32137427,0.0025933671,0.6719647,0.0004842976,0.00072672224,0.0011835714,0.0002776539,0.000860038,0.00053540495],"genre_scores_gemma":[0.9968969,0.00001728003,0.0021034053,0.00013283434,0.000100203535,0.0003115233,0.0002622136,0.00015032415,0.000025320685],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976399,0.00004105844,0.0004890444,0.000505903,0.00043571054,0.00088839245],"domain_scores_gemma":[0.9991296,0.00005574845,0.0000591337,0.00035612367,0.00009592764,0.00030345397],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013156139,0.00047147562,0.00056526286,0.00003430105,0.00013156913,0.00011346851,0.00037119677,0.0001764153,0.000072120274],"category_scores_gemma":[0.0000046541786,0.0004603295,0.00016014685,0.0002669269,0.00005832256,0.00020477425,0.000026596183,0.0004912051,0.000031188403],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021121837,0.003874599,0.022667456,0.0017629849,0.004422459,0.0001315381,0.024089893,0.040300526,0.6802127,0.046607625,0.17215271,0.0016653459],"study_design_scores_gemma":[0.0072214426,0.00317685,0.001167597,0.00013353265,0.000120546,0.000028960476,0.0017428027,0.27591816,0.28928003,0.0000128745205,0.41925454,0.0019426375],"about_ca_topic_score_codex":0.000005916768,"about_ca_topic_score_gemma":0.000027704265,"teacher_disagreement_score":0.6755226,"about_ca_system_score_codex":0.00054070726,"about_ca_system_score_gemma":0.00015865223,"threshold_uncertainty_score":0.9997848},"labels":[],"label_agreement":null},{"id":"W3131952974","doi":"10.1049/iet-pel.2020.0594","title":"Logic‐based space‐vector modulation for neutral‐point‐clamped multilevel inverter with DC‐link voltage balancing capability","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Link (geometry); Modulation (music); Space vector modulation; Voltage; Inverter; Computer science; Point (geometry); Space vector; Control theory (sociology); Electronic engineering; Topology (electrical circuits); Engineering; Electrical engineering; Mathematics; Physics; Computer network; Artificial intelligence","score_opus":0.014439782628394224,"score_gpt":0.211677101825898,"score_spread":0.19723731919750376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131952974","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120399475,0.00019573249,0.8751942,0.0019563904,0.00031379925,0.0010233351,0.00007269224,0.0006364237,0.00020794172],"genre_scores_gemma":[0.9944832,0.000010297814,0.002586804,0.0024372605,0.00013077099,0.00010868458,0.000085805346,0.00011145151,0.000045726956],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979972,0.000030094241,0.00037317228,0.0005403197,0.00021761208,0.00084159634],"domain_scores_gemma":[0.9990631,0.000103298786,0.00007993408,0.00039342296,0.00011660619,0.0002436712],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001411969,0.00043194002,0.00042313547,0.000063452,0.00009645498,0.0000743704,0.00025459545,0.00020532175,0.000116328185],"category_scores_gemma":[0.000040975076,0.0003957012,0.00017352543,0.00019188087,0.00005354206,0.0002678723,0.000021210604,0.00040926403,0.000027436212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023135191,0.00040842305,0.008857143,0.002276285,0.0011808578,0.00005522538,0.010647033,0.30817217,0.5662059,0.0054884176,0.038893297,0.055501726],"study_design_scores_gemma":[0.0017772962,0.00034778024,0.0015947501,0.000027616157,0.000043887987,0.0000022818422,0.000052370196,0.9670727,0.023153123,0.000316529,0.005083334,0.00052833214],"about_ca_topic_score_codex":0.000027778242,"about_ca_topic_score_gemma":0.000104487975,"teacher_disagreement_score":0.8740837,"about_ca_system_score_codex":0.0002950958,"about_ca_system_score_gemma":0.000121980214,"threshold_uncertainty_score":0.9998495},"labels":[],"label_agreement":null},{"id":"W3132892377","doi":"10.1049/iet-pel.2020.0884","title":"Meeting IEC and ER G4/5 harmonic standards in nine‐level cascaded H‐bridge inverters using an improved SHM‐PAM scheme","year":2020,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Modulation index; Inverter; Pulse-width modulation; Electronic engineering; Control theory (sociology); MATLAB; H bridge; Total harmonic distortion; Voltage; Computer science; Harmonic; Modulation (music); Engineering; Electrical engineering; Physics; Control (management)","score_opus":0.03711246107039769,"score_gpt":0.25430521204489487,"score_spread":0.2171927509744972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132892377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782065,0.0020364935,0.018009387,0.00038665227,0.0002885718,0.00037585568,0.00008237841,0.00033204205,0.00028208905],"genre_scores_gemma":[0.99707687,0.00020579768,0.0011052126,0.0013776657,0.00006961059,0.000014500711,0.000016603468,0.00011624903,0.000017492333],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99772775,0.000050982515,0.00045431015,0.0005238843,0.00031920648,0.00092383794],"domain_scores_gemma":[0.9992311,0.000026174366,0.00006678032,0.0002874451,0.000071623654,0.0003168729],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029044485,0.00041513602,0.00043855098,0.00012304728,0.00008572515,0.00012252915,0.00027823664,0.0002055513,0.0000717559],"category_scores_gemma":[0.00004251573,0.0004551768,0.00008727295,0.0003240325,0.000061493134,0.0005613572,0.00007822536,0.0006610746,0.000005204744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038809882,0.00020318733,0.0042561754,0.00056382874,0.0006044585,0.00014882392,0.016656462,0.005480556,0.907344,0.00029164937,0.006620577,0.05744219],"study_design_scores_gemma":[0.0014394021,0.00017166736,0.0007278594,0.00005489606,0.000030165887,0.000017375767,0.00023630128,0.97893125,0.014230712,0.000027559512,0.0035506496,0.0005821464],"about_ca_topic_score_codex":0.00018710044,"about_ca_topic_score_gemma":0.00016954426,"teacher_disagreement_score":0.9734507,"about_ca_system_score_codex":0.00052127364,"about_ca_system_score_gemma":0.00022977937,"threshold_uncertainty_score":0.99979},"labels":[],"label_agreement":null},{"id":"W3199016451","doi":"10.1049/pel2.12191","title":"A soft‐switching inverting high step‐down converter with a pair of coupled inductors and self‐driven synchronous rectifier","year":2021,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Inductor; Rectifier (neural networks); Electrical engineering; Electronic engineering; Topology (electrical circuits); Computer science; Engineering; Voltage; Artificial intelligence","score_opus":0.002979094613162362,"score_gpt":0.18007856146034643,"score_spread":0.17709946684718406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199016451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82555926,0.0015484615,0.17189428,0.000095360796,0.0002462109,0.00021445376,0.0000043546047,0.0003622244,0.00007536444],"genre_scores_gemma":[0.9952307,0.0001899594,0.0042541055,0.00011477195,0.000033491942,0.000019705023,0.000011750116,0.000102956816,0.000042581225],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982935,0.00004406184,0.000364962,0.00041065764,0.00025259843,0.0006341977],"domain_scores_gemma":[0.9991092,0.00012213243,0.0001036068,0.00040838937,0.00013043388,0.0001262042],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012559631,0.00032679856,0.00044860423,0.00009564267,0.000074182506,0.00004156424,0.0001460507,0.00015381894,0.00007174577],"category_scores_gemma":[0.00004313392,0.0003218911,0.000062068786,0.00034563112,0.000046848578,0.00027912803,0.00006629207,0.0005395374,0.0000069197777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005863884,0.00093111716,0.04632976,0.0022215976,0.0062652472,0.00078480504,0.028535597,0.011313576,0.62019664,0.0043469337,0.0019207697,0.27656758],"study_design_scores_gemma":[0.0035867386,0.0008010356,0.002341153,0.0003614691,0.0002831365,0.00035750697,0.0008264016,0.9468475,0.034979634,0.0004986471,0.0076640774,0.0014526738],"about_ca_topic_score_codex":0.000035154444,"about_ca_topic_score_gemma":0.00021990768,"teacher_disagreement_score":0.93553394,"about_ca_system_score_codex":0.00031879154,"about_ca_system_score_gemma":0.0002485856,"threshold_uncertainty_score":0.9999233},"labels":[],"label_agreement":null},{"id":"W3200275699","doi":"10.1049/pel2.12183","title":"Soft‐switching non‐isolated high step‐up three‐level boost converter using single magnetic element","year":2021,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Element (criminal law); Materials science","score_opus":0.011230972586440706,"score_gpt":0.2125884659092344,"score_spread":0.20135749332279368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200275699","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.129909,0.002847432,0.8650466,0.00010775368,0.0012604283,0.00026485548,0.000019133293,0.0003619558,0.00018282805],"genre_scores_gemma":[0.9932938,0.00010639946,0.0055423286,0.00038953993,0.00008119087,0.000015282534,0.000046444766,0.00018098667,0.00034402602],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99734145,0.00003400965,0.00051591266,0.00053890026,0.00036619586,0.0012035172],"domain_scores_gemma":[0.99888706,0.00006590939,0.000080622434,0.0006519724,0.00014307658,0.00017133864],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012248755,0.00046948073,0.00043571097,0.000114484006,0.00013158527,0.000120827535,0.00028472056,0.00019352305,0.0005425881],"category_scores_gemma":[0.000024220899,0.00054888055,0.00013832605,0.0004055983,0.00003209473,0.0003267228,0.00011861668,0.0006372414,0.000105740706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009122015,0.00019056503,0.00049991783,0.00016048684,0.0004688295,0.0002116306,0.0009101425,0.005327622,0.7051676,0.00061934686,0.0012466547,0.285106],"study_design_scores_gemma":[0.0016871132,0.0003159774,0.000283381,0.0000964566,0.000117212294,0.00011486206,0.00012294839,0.96537983,0.018128151,0.00064329064,0.01219905,0.000911736],"about_ca_topic_score_codex":0.000031002393,"about_ca_topic_score_gemma":0.00032424316,"teacher_disagreement_score":0.9600522,"about_ca_system_score_codex":0.0008682455,"about_ca_system_score_gemma":0.00021035991,"threshold_uncertainty_score":0.99969625},"labels":[],"label_agreement":null},{"id":"W4223888831","doi":"10.1049/pel2.12298","title":"Analysis and design for constant current/constant voltage multi‐coil wireless power transfer system with high EMF reduction","year":2022,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Constant current; Wireless power transfer; Constant voltage; Constant (computer programming); Electrical engineering; Electromagnetic coil; Reduction (mathematics); Current (fluid); Time constant; Power (physics); Voltage; Computer science; Physics; Materials science; Engineering; Mathematics; Thermodynamics; Geometry","score_opus":0.009045634419794982,"score_gpt":0.2062449540886971,"score_spread":0.19719931966890214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223888831","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28995192,0.004556493,0.70226574,0.000030935546,0.00093529915,0.0012588133,0.00034698308,0.0005549985,0.00009880716],"genre_scores_gemma":[0.99834424,0.00018787905,0.0004092462,0.000009151303,0.000039845636,0.00069923763,0.00009094392,0.00016530912,0.000054135457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99688435,0.00016652765,0.0006688641,0.0007250788,0.0005541604,0.0010009964],"domain_scores_gemma":[0.99893767,0.000108152846,0.00006291336,0.00055155973,0.00014236012,0.00019736365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065623247,0.00055224524,0.00083470705,0.00046031884,0.0003696879,0.0001161078,0.0003186168,0.00012959514,0.000051030514],"category_scores_gemma":[0.0000036337162,0.00054840674,0.00023581997,0.0011809056,0.00011254117,0.00022007067,0.000024936646,0.0006629504,0.000003405598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00539285,0.0020033338,0.0048178392,0.0046859044,0.026588324,0.00028415525,0.024773812,0.55015373,0.23376352,0.13129526,0.0038721878,0.01236908],"study_design_scores_gemma":[0.032048505,0.00876131,0.0013290978,0.0009777902,0.011965651,0.0018869037,0.018889822,0.7485886,0.102278836,0.00026581477,0.062463615,0.010544041],"about_ca_topic_score_codex":0.000049096903,"about_ca_topic_score_gemma":0.00012787318,"teacher_disagreement_score":0.7083923,"about_ca_system_score_codex":0.0008453127,"about_ca_system_score_gemma":0.00023872587,"threshold_uncertainty_score":0.99969673},"labels":[],"label_agreement":null},{"id":"W4281760450","doi":"10.1049/pel2.12321","title":"1.2‐kV silicon carbide planar split‐gate MOSFET with source field plate for superior figure‐of‐merits","year":2022,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"MOSFET; Materials science; Silicon carbide; Electric field; Optoelectronics; Capacitance; Power MOSFET; Electrical engineering; Planar; Gate oxide; Voltage; Physics; Electrode; Engineering; Transistor; Computer science; Composite material","score_opus":0.00600474304132827,"score_gpt":0.2002936025908419,"score_spread":0.1942888595495136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281760450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99319357,0.003759196,0.00028993987,0.00022783696,0.00028450254,0.0004943988,0.00011259458,0.0008655848,0.0007723556],"genre_scores_gemma":[0.99862534,0.00010276603,0.00032059118,0.00019173154,0.00003210806,0.00022865365,0.000042037525,0.00012336014,0.00033343298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99825245,0.000023401346,0.00033797498,0.00036584737,0.0002705134,0.00074980524],"domain_scores_gemma":[0.9990352,0.00019141994,0.000075808006,0.0005870501,0.00004690902,0.00006363278],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001553083,0.0003184454,0.00041450415,0.00016233299,0.00011498585,0.000026498063,0.00052620453,0.00015982398,0.00018411005],"category_scores_gemma":[0.0000614854,0.0003310348,0.00012621802,0.00034267164,0.00005927587,0.00011189975,0.000058619094,0.0006638615,0.000005592715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033779896,0.000057248653,0.0010292733,0.0001646675,0.0003954474,0.000023602188,0.0010123311,0.030708918,0.9470763,0.0030200665,0.013029592,0.003144753],"study_design_scores_gemma":[0.0014780553,0.0024398842,0.000110838286,0.0000369247,0.00009739422,0.00011590755,0.0009695123,0.015116648,0.8255526,0.0007957104,0.15239751,0.0008890407],"about_ca_topic_score_codex":0.00004838923,"about_ca_topic_score_gemma":0.000082528524,"teacher_disagreement_score":0.13936792,"about_ca_system_score_codex":0.00023990267,"about_ca_system_score_gemma":0.00010709132,"threshold_uncertainty_score":0.99991417},"labels":[],"label_agreement":null},{"id":"W4283742357","doi":"10.1049/pel2.12350","title":"A novel fixed‐time dynamic surface DC/DC SEPIC converter controller loaded by uncertain buck‐based constant power loads","year":2022,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Control theory (sociology); Duty cycle; Robustness (evolution); Computer science; Buck converter; Converters; Nonlinear system; Controller (irrigation); Voltage; Engineering; Control (management)","score_opus":0.0028411716905965235,"score_gpt":0.18335355585044097,"score_spread":0.18051238415984444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283742357","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25130144,0.060530413,0.6620045,0.005404971,0.003210863,0.0045484914,0.0028610902,0.0033332354,0.006805037],"genre_scores_gemma":[0.995452,0.000098257464,0.000500694,0.0012112255,0.000018073053,0.00008719362,0.00045904427,0.00014080213,0.0020326993],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99729586,0.00010587966,0.00053583365,0.00052256783,0.00046302375,0.0010768458],"domain_scores_gemma":[0.9990086,0.00014327184,0.00012554774,0.00045600376,0.000106566105,0.00016003191],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034598022,0.0004926977,0.0005729117,0.000115531824,0.00022605539,0.000100799414,0.000422036,0.00018018945,0.0025017462],"category_scores_gemma":[0.000021706312,0.0005309027,0.00022138483,0.00044329913,0.00007312813,0.00014500781,0.0000703859,0.0007666407,0.0001288693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034654405,0.00025524318,0.0000331575,0.000024265419,0.00039327878,0.00003895787,0.00023587034,0.40276635,0.56556565,0.00023472113,0.029614912,0.00049106055],"study_design_scores_gemma":[0.00554158,0.00032697115,0.000011690116,0.000011540384,0.00007730857,0.00006884253,0.000052296517,0.8894661,0.0035069264,0.00005523903,0.1001922,0.0006893151],"about_ca_topic_score_codex":0.000023097844,"about_ca_topic_score_gemma":0.000013385177,"teacher_disagreement_score":0.7441506,"about_ca_system_score_codex":0.00087871857,"about_ca_system_score_gemma":0.00027141676,"threshold_uncertainty_score":0.99971426},"labels":[],"label_agreement":null},{"id":"W4283800695","doi":"10.1049/pel2.12340","title":"Forward converter using a resonant auxiliary circuit to provide soft‐switching and reset the magnetic core","year":2022,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ćuk converter; Snubber; Buck–boost converter; Boost converter; SINADR; Forward converter; Buck converter; Integrating ADC; Flyback converter; Computer science; Electronic engineering; Inductance; Leakage inductance; Negative impedance converter; Voltage; Electrical engineering; Capacitor; Engineering","score_opus":0.01236320697725244,"score_gpt":0.225509825895633,"score_spread":0.21314661891838058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283800695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59473115,0.012288198,0.38830253,0.001134566,0.00097504846,0.0016162337,0.00006159508,0.0005760473,0.00031461855],"genre_scores_gemma":[0.9981243,0.000060672806,0.00036398033,0.0010659329,0.00003829816,0.000098942146,0.0000071327754,0.00009554576,0.00014517104],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99821776,0.00004956767,0.0002671509,0.00035494516,0.0003453349,0.0007652677],"domain_scores_gemma":[0.9992225,0.00011001123,0.000039770777,0.00047453385,0.00002896051,0.0001241794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002941209,0.0002502261,0.00022788822,0.00010555006,0.0003179139,0.00005893626,0.0003580414,0.000050611892,0.00011219038],"category_scores_gemma":[0.000041372667,0.00022886347,0.00006456388,0.00032013145,0.00003522228,0.000142458,0.0002430395,0.00069254823,0.0000123657555],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037798643,0.00010597618,0.002421425,0.00024361508,0.00040561773,0.00023179704,0.016342683,0.0145914005,0.15966725,0.0052214796,0.014724254,0.7856665],"study_design_scores_gemma":[0.00076294446,0.00055764767,0.00035898096,0.000033333607,0.00007053688,0.00028717393,0.0007314343,0.7384621,0.00031164484,0.0044347183,0.2533424,0.000647078],"about_ca_topic_score_codex":0.00002406671,"about_ca_topic_score_gemma":0.000059919304,"teacher_disagreement_score":0.78501946,"about_ca_system_score_codex":0.00051927747,"about_ca_system_score_gemma":0.0001306462,"threshold_uncertainty_score":0.93327814},"labels":[],"label_agreement":null},{"id":"W4312200681","doi":"10.1049/pel2.12439","title":"A 100‐V trench power MOSFET with taper‐shielded gate and non‐uniform drift region doping profile","year":2022,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fundamental Research Funds for the Central Universities; Key Research and Development Program of Hunan Province of China; National Natural Science Foundation of China","keywords":"Materials science; Doping; MOSFET; Trench; Optoelectronics; Power MOSFET; Electrical engineering; Breakdown voltage; Figure of merit; Transistor; Capacitance; Voltage; Physics; Nanotechnology; Engineering; Electrode","score_opus":0.006035080401272957,"score_gpt":0.19268910013489451,"score_spread":0.18665401973362156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312200681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98898196,0.0027430668,0.000123805,0.00029624996,0.0002310578,0.0004111508,0.000013236433,0.0011022359,0.0060972245],"genre_scores_gemma":[0.99872714,0.00025098622,0.0002079002,0.00013314914,0.000018400111,0.00016687126,0.00002086918,0.000090247166,0.00038444638],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983035,0.000022853927,0.0002538471,0.00040117986,0.00027993825,0.0007386933],"domain_scores_gemma":[0.99922884,0.0000452919,0.00006741001,0.0005509133,0.00003687085,0.00007070492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013841098,0.00031780067,0.0003079016,0.00021619537,0.000169827,0.000063253334,0.0003212877,0.00014254934,0.00018900484],"category_scores_gemma":[0.000022391217,0.00031012532,0.000060669365,0.00053091266,0.0000805685,0.00021907891,0.00012403181,0.00089045416,0.000009400902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043555404,0.0003002337,0.0059289294,0.00034893258,0.0009737968,0.0006567522,0.009799258,0.021875843,0.87986887,0.01148098,0.058573656,0.009757215],"study_design_scores_gemma":[0.0098805865,0.011128786,0.0029617236,0.00034995255,0.0003643903,0.0043566995,0.013848119,0.08997186,0.5320612,0.0053150253,0.3229055,0.00685614],"about_ca_topic_score_codex":0.000015152877,"about_ca_topic_score_gemma":0.000040972624,"teacher_disagreement_score":0.34780765,"about_ca_system_score_codex":0.00034700925,"about_ca_system_score_gemma":0.000099970224,"threshold_uncertainty_score":0.9999351},"labels":[],"label_agreement":null},{"id":"W4321329781","doi":"10.1049/pel2.12467","title":"A reduced‐switch‐count two‐phase interleaved switch‐control‐capacitor LLC converter with accurate current balancing","year":2023,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Fundamental Research Funds for the Central Universities; State Key Laboratory of Electrical Insulation and Power Equipment; China Postdoctoral Science Foundation","keywords":"Capacitor; Current (fluid); Phase (matter); Electrical engineering; Control (management); Three-phase; Switched capacitor; Control theory (sociology); Computer science; Engineering; Voltage; Physics","score_opus":0.0071098062848176866,"score_gpt":0.25306558042311006,"score_spread":0.24595577413829237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321329781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5289636,0.0026494067,0.45910233,0.0005112306,0.0040972484,0.0011142474,0.00008741616,0.0030250594,0.00044945805],"genre_scores_gemma":[0.9984216,0.0003353312,0.00017729182,0.00019522477,0.0002662441,0.00015775811,0.00006131227,0.00022200312,0.00016325014],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966072,0.000051575644,0.0005804758,0.0006621643,0.0004870995,0.0016115156],"domain_scores_gemma":[0.9985381,0.00013306504,0.00013458681,0.00076307525,0.00014474394,0.0002864557],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027510122,0.00065506424,0.0006181935,0.00028918538,0.00012181319,0.0001314772,0.00047738306,0.00013523296,0.00012380075],"category_scores_gemma":[0.00004363538,0.0006089819,0.00017464694,0.000764873,0.00007416291,0.00054764684,0.00006124806,0.0009919283,0.00055497925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002186532,0.00058159686,0.00091255887,0.00066079246,0.0024413813,0.00054544304,0.007941133,0.0134637,0.47120342,0.002887308,0.035717405,0.46145874],"study_design_scores_gemma":[0.011342188,0.00093562633,0.0001984982,0.00032595708,0.00019992572,0.00010666235,0.0003709848,0.8867735,0.010965712,0.0006062995,0.08643156,0.0017430284],"about_ca_topic_score_codex":0.000008983426,"about_ca_topic_score_gemma":0.000077589066,"teacher_disagreement_score":0.87330985,"about_ca_system_score_codex":0.00074798625,"about_ca_system_score_gemma":0.00021123573,"threshold_uncertainty_score":0.9996362},"labels":[],"label_agreement":null},{"id":"W4321499697","doi":"10.1049/pel2.12468","title":"Robust control of a forward‐converter active battery cell balancing","year":2023,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Robust control; Battery (electricity); Power electronics; Computer science; Control engineering; Control theory (sociology); Controller (irrigation); Generality; Robustness (evolution); Electronics; Quantitative feedback theory; Stability (learning theory); Control (management); Power (physics); Engineering; Control system; Voltage; Electrical engineering; Artificial intelligence","score_opus":0.008287101813297384,"score_gpt":0.2234687324835606,"score_spread":0.21518163067026322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321499697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7544826,0.0014388956,0.23243679,0.00068468036,0.00058977114,0.000819323,0.00011097316,0.003022125,0.0064148307],"genre_scores_gemma":[0.99899447,0.00029261803,0.00022115788,0.000069876936,0.000020908023,0.000051158295,0.000013364268,0.00006935537,0.00026709147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983894,0.000020012418,0.00023732542,0.00023469659,0.00025988184,0.0008586759],"domain_scores_gemma":[0.99926513,0.00015538708,0.00004146546,0.00042099325,0.000062693114,0.00005431124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013729978,0.00019627235,0.00028999697,0.00024445774,0.00003668738,0.000015176826,0.00035770715,0.00015487576,0.00011290566],"category_scores_gemma":[0.000045901266,0.0001999327,0.00009137536,0.00056458794,0.00005711189,0.00017214117,0.00007890566,0.00054088363,0.00017557309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002148241,0.00013424005,0.002625325,0.0005417997,0.000618571,0.000121871715,0.0009428838,0.22228654,0.6713078,0.00033583835,0.06275573,0.038114548],"study_design_scores_gemma":[0.0025846919,0.0005904483,0.0020072188,0.00007062615,0.000045758028,0.000018173923,0.0006115773,0.32619643,0.62763685,0.001106743,0.03828631,0.0008451822],"about_ca_topic_score_codex":0.0000018392393,"about_ca_topic_score_gemma":0.0000072914218,"teacher_disagreement_score":0.24451186,"about_ca_system_score_codex":0.0002497442,"about_ca_system_score_gemma":0.00005449011,"threshold_uncertainty_score":0.8153019},"labels":[],"label_agreement":null},{"id":"W4323047157","doi":"10.1049/pel2.12463","title":"A power switch open‐circuit fault‐tolerant scheme using dc current injection for dual active bridge converters in cascaded h‐bridge solid‐state transformer","year":2023,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"State Grid Corporation of China; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Overcurrent; Transformer; Converters; Redundancy (engineering); Electronic engineering; Computer science; Engineering; Scalability; Electrical engineering; Reliability engineering; Current (fluid); Voltage","score_opus":0.04300667796222086,"score_gpt":0.3048611396076146,"score_spread":0.2618544616453937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323047157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93310654,0.00042052797,0.06187153,0.000102361504,0.0019124295,0.0017151668,0.0002054057,0.00039225264,0.00027376378],"genre_scores_gemma":[0.9989412,0.00021235706,0.000044630648,0.00020219537,0.00004864826,0.00021521532,0.00010371245,0.00015190234,0.000080139886],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99696875,0.00004539134,0.0006222051,0.0006143209,0.00032308034,0.0014262659],"domain_scores_gemma":[0.9992289,0.00006537779,0.00008720023,0.0003362104,0.00010006426,0.00018222503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032220816,0.00051440694,0.0005920496,0.0003688633,0.00014581873,0.00016822999,0.00039509282,0.00019946916,0.00006840196],"category_scores_gemma":[0.0000149838415,0.0005621119,0.00023200744,0.00070502935,0.000052721836,0.00067485584,0.000047548117,0.0006929432,0.000059771264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002976855,0.0011836329,0.0020911847,0.0014428521,0.002872807,0.00027285266,0.08963813,0.0319363,0.4993607,0.0018520037,0.029525792,0.3368469],"study_design_scores_gemma":[0.004275605,0.00036940794,0.0036849342,0.00017188059,0.000054281398,0.00006006981,0.00047896247,0.9560748,0.020988418,0.00041972185,0.012350042,0.0010718972],"about_ca_topic_score_codex":0.00018485247,"about_ca_topic_score_gemma":0.00028383714,"teacher_disagreement_score":0.9241385,"about_ca_system_score_codex":0.0008770519,"about_ca_system_score_gemma":0.0002685184,"threshold_uncertainty_score":0.999683},"labels":[],"label_agreement":null},{"id":"W4324142543","doi":"10.1049/pel2.12480","title":"Guest editorial: Medium‐ and high‐frequency converters for low‐ and medium‐voltage applications","year":2023,"lang":"en","type":"editorial","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Engineering and Physical Sciences Research Council","keywords":"Renewable energy; Converters; Electrical engineering; Photovoltaic system; Power module; Energy storage; Power (physics); Engineering; Computer science; Voltage; Automotive engineering; Electronic engineering","score_opus":0.002953959972227374,"score_gpt":0.22271132993748496,"score_spread":0.21975736996525758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324142543","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017819975,0.0029064652,0.04824586,0.00011920362,0.9457084,0.0011512161,0.00081266,0.0009956869,0.000042681946],"genre_scores_gemma":[0.00089399656,0.008084737,0.00033877924,0.00003023614,0.98704445,0.0012259897,0.0016312505,0.00047022276,0.00028035097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967056,0.000022701055,0.0005992457,0.00085932424,0.0007145848,0.0010985526],"domain_scores_gemma":[0.99700266,0.0015693352,0.00016696776,0.0006657416,0.0002805805,0.0003147152],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00034036403,0.0007359295,0.0008015225,0.0002337121,0.00015377988,0.00012509813,0.00049035426,0.0013387733,0.000010484264],"category_scores_gemma":[0.0004153835,0.0008343703,0.00012035756,0.00029208744,0.0001835882,0.00027453664,0.00010573526,0.0014212178,0.000043444532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024441626,0.000014904616,0.0000031903467,0.00054508046,0.00022676354,0.0000042505444,0.000120496166,0.0000077707045,0.0014140749,0.00020721152,0.9960543,0.0013774958],"study_design_scores_gemma":[0.001177758,0.00017547379,0.0000040991536,0.00009992304,0.00017520516,0.0000021807152,0.000028834816,0.0006642499,0.0002657322,0.0018613207,0.9947254,0.0008198123],"about_ca_topic_score_codex":0.000024010184,"about_ca_topic_score_gemma":0.00017499832,"teacher_disagreement_score":0.04790708,"about_ca_system_score_codex":0.0005326499,"about_ca_system_score_gemma":0.00044954577,"threshold_uncertainty_score":0.9999577},"labels":[],"label_agreement":null},{"id":"W4386030802","doi":"10.1049/pel2.12566","title":"An assessment of H‐bridge less grid‐tied multilevel inverter with minimum device count and lesser total standing voltage","year":2023,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Inverter; Capacitor; Voltage; H bridge; Topology (electrical circuits); Controller (irrigation); DSPACE; Power (physics); Grid-tie inverter; Computer science; Grid; Electronic engineering; Control theory (sociology); Engineering; Electrical engineering; Maximum power point tracking; Mathematics; Control (management); Physics; Algorithm","score_opus":0.01858477823813131,"score_gpt":0.27602677194843483,"score_spread":0.2574419937103035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386030802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96276504,0.00018520551,0.035745036,0.000033454755,0.00034241978,0.00026231626,0.000085895765,0.00026265136,0.00031796793],"genre_scores_gemma":[0.99925536,0.00013242356,0.00020793606,0.000113217626,0.000039215964,0.00003338153,0.000060281753,0.00008417105,0.00007404021],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831176,0.000026041165,0.00031743274,0.00035027703,0.00035385715,0.00064063526],"domain_scores_gemma":[0.9992904,0.000053326854,0.00006764975,0.0003581444,0.0000794357,0.00015106387],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021716447,0.0003161748,0.00036983762,0.00015528836,0.00007612534,0.00007211427,0.00019986612,0.00012564466,0.000035632776],"category_scores_gemma":[0.0000035730056,0.00028941143,0.000052328767,0.00025305632,0.00006897638,0.00031320407,0.00004119625,0.0003085154,0.0000067375627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000674804,0.0008518034,0.10169202,0.0026950531,0.0028909766,0.0003725361,0.019840064,0.03631034,0.68111473,0.009135951,0.026052754,0.11836894],"study_design_scores_gemma":[0.0012099595,0.00030130765,0.05424172,0.00008192795,0.00004998116,0.000017068514,0.0005912222,0.93710464,0.0044585844,0.000039792656,0.0014228486,0.00048095072],"about_ca_topic_score_codex":0.00006259704,"about_ca_topic_score_gemma":0.00015246106,"teacher_disagreement_score":0.90079427,"about_ca_system_score_codex":0.0002593572,"about_ca_system_score_gemma":0.00011903558,"threshold_uncertainty_score":0.9999558},"labels":[],"label_agreement":null},{"id":"W4391260196","doi":"10.1049/pel2.12645","title":"Design considerations of series type hybrid circuit breaker (S‐HCB)","year":2024,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"U.S. Department of Energy","keywords":"Circuit breaker; Electrical engineering; Voltage; Transformer; Fault (geology); Short circuit; Inductance; Low voltage; Computer science; Engineering","score_opus":0.01364201816892801,"score_gpt":0.21779631288191392,"score_spread":0.2041542947129859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391260196","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13152236,0.070723064,0.7598997,0.0005109557,0.006698309,0.0017149844,0.000070999165,0.0032925552,0.02556708],"genre_scores_gemma":[0.99886936,0.0002469284,0.00031290852,0.000013805777,0.00006124734,0.000020728456,0.000005294242,0.000038785874,0.00043094842],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931276,0.00002504241,0.00020441043,0.0001286267,0.000105249215,0.00022394229],"domain_scores_gemma":[0.9996895,0.00004402534,0.0000149123625,0.00016117834,0.000058765956,0.00003160528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001574874,0.00011347597,0.00013562758,0.00006869677,0.000040655155,0.000060696817,0.00004217304,0.00006297106,0.0001853883],"category_scores_gemma":[0.000019243484,0.000113461676,0.0000432889,0.00018099979,0.000019071143,0.00016805495,0.0000062440145,0.00018928314,0.00008871576],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055035318,0.00008588537,0.000036946753,0.000882659,0.0010632518,0.00013873073,0.003477372,0.07224899,0.6401028,0.1318944,0.14109875,0.008915168],"study_design_scores_gemma":[0.00041539068,0.0009596849,0.00008811042,0.0002566037,0.00011424985,0.001208289,0.00011414583,0.058156587,0.41579902,0.025038173,0.49699944,0.0008503004],"about_ca_topic_score_codex":0.000007980997,"about_ca_topic_score_gemma":0.000012254058,"teacher_disagreement_score":0.867347,"about_ca_system_score_codex":0.00009043346,"about_ca_system_score_gemma":0.00011608232,"threshold_uncertainty_score":0.4626833},"labels":[],"label_agreement":null},{"id":"W4399362011","doi":"10.1049/pel2.12713","title":"Guest editorial: Advances in conductive and wireless powering and charging technologies for transportation applications","year":2024,"lang":"en","type":"editorial","venue":"IET Power Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wireless; Engineering; Electrical engineering; Telecommunications; Nanotechnology; Computer science; Materials science","score_opus":0.0028997934393458396,"score_gpt":0.2305954372192277,"score_spread":0.22769564377988186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399362011","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011887221,0.07614012,0.0066796676,0.000050495717,0.9125107,0.0014306069,0.00078008126,0.0011461545,0.00007343146],"genre_scores_gemma":[0.11790841,0.042563163,0.00021913806,0.0000022870856,0.8348077,0.0031553253,0.0008877253,0.0004082531,0.00004800501],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789006,0.000013880539,0.0005031507,0.0006600995,0.00033899245,0.0005938285],"domain_scores_gemma":[0.99914616,0.00034734095,0.00006540272,0.00026668122,0.0001238088,0.000050584997],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026559853,0.0004970178,0.00061951875,0.00032560297,0.00006839177,0.00013214031,0.0002360551,0.0010395802,5.4956536e-7],"category_scores_gemma":[0.00003154134,0.00055291934,0.00006904898,0.0003111553,0.00009961785,0.0003817076,0.000014572108,0.0012723363,0.0000024006445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011933426,0.000069858776,0.000031257958,0.009399979,0.00046730114,0.000012134221,0.0041617067,0.0005794725,0.006328261,0.005929952,0.9667949,0.0061058407],"study_design_scores_gemma":[0.0004821615,0.00010564441,0.0000015357282,0.00042855612,0.000077085875,0.0000014121703,0.00041873122,0.0003587078,0.0011841261,0.0011140774,0.99527824,0.0005497298],"about_ca_topic_score_codex":0.000012067131,"about_ca_topic_score_gemma":0.0005105578,"teacher_disagreement_score":0.116719685,"about_ca_system_score_codex":0.00030411678,"about_ca_system_score_gemma":0.00013633812,"threshold_uncertainty_score":0.9996922},"labels":[],"label_agreement":null},{"id":"W4407852921","doi":"10.1049/pel2.12836","title":"Design and control of isolated current‐fed DC–DC converters for fuel cell stacks EIS incorporating wide‐frequency‐range of perturbations","year":2025,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; General Motors (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Converters; Current (fluid); Range (aeronautics); Fuel cells; Electrical engineering; Direct current; Materials science; Control (management); Electronic engineering; Control theory (sociology); Engineering; Computer science; Voltage; Aerospace engineering; Chemical engineering","score_opus":0.009837550925228245,"score_gpt":0.2524608832796024,"score_spread":0.24262333235437417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407852921","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04501523,0.014024765,0.9393567,0.00015902557,0.0001125172,0.00088530156,0.00005182977,0.00019943647,0.00019523197],"genre_scores_gemma":[0.9942339,0.00086756086,0.004687252,0.00002978696,0.000003717857,0.000097891636,0.000013123208,0.000031996027,0.000034743553],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988105,0.00003741827,0.00038436576,0.00021142917,0.00013493048,0.0004213398],"domain_scores_gemma":[0.9988437,0.00052024925,0.00010494724,0.0002908355,0.00020565464,0.000034591652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018416152,0.0001847284,0.00032673322,0.00021707907,0.000047972433,0.000016555841,0.00024862553,0.00013900608,0.000009439279],"category_scores_gemma":[0.00015147278,0.00019311972,0.000057629393,0.0003904162,0.00011955455,0.00015497507,0.000037034493,0.00034566855,8.587585e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008576772,0.00041439114,0.013944606,0.005318231,0.00091685867,0.000006410386,0.0012279076,0.032371927,0.9063724,0.006449954,0.0039893347,0.02813025],"study_design_scores_gemma":[0.005423668,0.001816254,0.0003089716,0.00025082318,0.00015460349,0.000003131544,0.0002883078,0.76541394,0.19136961,0.030625837,0.0036538611,0.0006910042],"about_ca_topic_score_codex":0.000004044427,"about_ca_topic_score_gemma":0.000009182002,"teacher_disagreement_score":0.9492187,"about_ca_system_score_codex":0.0001653051,"about_ca_system_score_gemma":0.00014112149,"threshold_uncertainty_score":0.7875194},"labels":[],"label_agreement":null},{"id":"W4411376409","doi":"10.1049/pel2.70070","title":"Parallel Connected Converters with Interleaved Phase‐Shifted PWM Using a Common Carrier","year":2025,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Converters; Pulse-width modulation; Phase (matter); Electronic engineering; Three-phase; Computer science; Control theory (sociology); Electrical engineering; Topology (electrical circuits); Physics; Engineering; Voltage; Control (management); Artificial intelligence","score_opus":0.008092421975214642,"score_gpt":0.24517294855039548,"score_spread":0.23708052657518083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411376409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8333215,0.001448701,0.15968446,0.00018310595,0.0007901451,0.00057785545,0.00004217112,0.0007530657,0.0031989787],"genre_scores_gemma":[0.9982644,0.00005707158,0.00042396484,0.0008587972,0.00001706087,0.000030695715,0.000039393864,0.00006796578,0.00024066471],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983503,0.00004524493,0.00034622435,0.0003374294,0.0001809094,0.0007398676],"domain_scores_gemma":[0.9992559,0.000051686453,0.00005285123,0.0004424467,0.000073908115,0.00012323663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008109863,0.00038085258,0.0004403233,0.00017841184,0.00009704416,0.00008692107,0.0003095909,0.00016703454,0.0001543005],"category_scores_gemma":[0.0000068841023,0.00035987963,0.0001055968,0.00040057005,0.00009198146,0.00017077051,0.00003445787,0.00045535617,0.000013052333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009940875,0.0026369602,0.021706758,0.0021023403,0.020710167,0.0010187158,0.02679052,0.045763783,0.37741753,0.02901441,0.12575567,0.3371423],"study_design_scores_gemma":[0.004567823,0.00031634938,0.00022743313,0.00016927984,0.00015610865,0.000024386432,0.0003651868,0.96331686,0.009401201,0.00024055211,0.020544983,0.00066984934],"about_ca_topic_score_codex":0.00005403363,"about_ca_topic_score_gemma":0.00018964843,"teacher_disagreement_score":0.91755307,"about_ca_system_score_codex":0.00037239457,"about_ca_system_score_gemma":0.0001561969,"threshold_uncertainty_score":0.9998853},"labels":[],"label_agreement":null},{"id":"W4413079038","doi":"10.1049/pel2.70090","title":"New EMI Active Hybrid Active‐Passive Filter With Mixed Voltage‐Current Injection Dedicated to a GaN Based Boost Converter in kW Range","year":2025,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"EMI; Attenuation; Voltage; Electronic engineering; Filter (signal processing); Electromagnetic interference; Line (geometry); Computer science; Electrical engineering; Engineering; Physics; Mathematics","score_opus":0.003938313366455791,"score_gpt":0.21469970358068963,"score_spread":0.21076139021423385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413079038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94484323,0.00069109094,0.050874937,0.0004866455,0.00048318552,0.0009169895,0.000030896634,0.0002874954,0.0013855351],"genre_scores_gemma":[0.99918634,0.000034475383,0.00013095458,0.00021534134,0.000034961697,0.00010135454,0.00006254842,0.0000413535,0.00019265144],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820215,0.000078290584,0.00030194063,0.00047180188,0.00025315533,0.00069263764],"domain_scores_gemma":[0.9991727,0.00012815169,0.000049525253,0.00039573928,0.000089120585,0.00016479805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009576094,0.0003421194,0.00035456987,0.00034894265,0.00006730986,0.000041497016,0.00023008182,0.00011376443,0.00031885327],"category_scores_gemma":[0.000046119017,0.00032433326,0.00007761271,0.00073783996,0.00002985909,0.00017208948,0.000028750474,0.00075979537,0.000025532325],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009418614,0.001281378,0.0038577637,0.00049861846,0.00071996084,0.00009011404,0.0048297695,0.01256509,0.29242036,0.00031613125,0.1468158,0.5271864],"study_design_scores_gemma":[0.0053085256,0.0021009387,0.027511273,0.00062935584,0.00012658583,0.000013903555,0.000116583615,0.040939894,0.88914573,0.0006068097,0.03255769,0.0009426905],"about_ca_topic_score_codex":0.000089301444,"about_ca_topic_score_gemma":0.0012638356,"teacher_disagreement_score":0.5967254,"about_ca_system_score_codex":0.0006987945,"about_ca_system_score_gemma":0.0004488113,"threshold_uncertainty_score":0.99992085},"labels":[],"label_agreement":null},{"id":"W4414191166","doi":"10.1049/pel2.70114","title":"Systematic Review of the Design Process for LLC Resonant Converters: Modelling, Voltage Gain Range, and Efficiency Optimization","year":2025,"lang":"en","type":"article","venue":"IET Power Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"China Scholarship Council; University of Toronto; China Railway","keywords":"Rectification; Voltage; Converters; Harmonics; Harmonic; Key (lock); H bridge; Process (computing); Power (physics); Adaptability","score_opus":0.007199707389910806,"score_gpt":0.23247838637698284,"score_spread":0.22527867898707205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414191166","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006844387,0.08779431,0.91003364,0.000062715946,0.00010626458,0.0018079362,0.0000047266726,0.0000683843,0.000053601565],"genre_scores_gemma":[0.938617,0.04824245,0.010007077,0.0012675917,0.000020319265,0.0010233775,0.000016803455,0.00015764545,0.00064774364],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989793,0.000041958396,0.00039164114,0.00017523144,0.00014013796,0.0002717359],"domain_scores_gemma":[0.9993196,0.00014764728,0.000096638665,0.00030006585,0.000111261914,0.000024761133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037387016,0.00016276313,0.00036993093,0.000052196774,0.00005075043,0.000013092824,0.00022209804,0.000058898615,0.0000035401163],"category_scores_gemma":[0.00013009307,0.00012303234,0.000071754504,0.00029284,0.00003240716,0.00008786533,0.00001682194,0.000115203635,5.207486e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028162041,0.000032692515,0.000004205184,0.2719714,0.00012580286,4.5032988e-7,0.0004209014,0.72475916,0.00026533866,0.0014188823,0.0004229782,0.00055000983],"study_design_scores_gemma":[0.00029767078,0.00004567055,1.8224422e-7,0.022881418,0.00014561806,0.0000019612348,0.000029605164,0.9751065,0.00090626517,0.00038718423,0.00007845847,0.00011951309],"about_ca_topic_score_codex":5.2233634e-7,"about_ca_topic_score_gemma":7.8102386e-7,"teacher_disagreement_score":0.93854856,"about_ca_system_score_codex":0.000107821135,"about_ca_system_score_gemma":0.00009027652,"threshold_uncertainty_score":0.5017113},"labels":[],"label_agreement":null}]}