{"meta":{"query_hash":"a85bca861eb3","filters":{"venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/a85bca861eb3","api":"https://metacan.xera.ac/api/v1/cohort?venue=2022+IEEE+Energy+Conversion+Congress+and+Exposition+%28ECCE%29"},"results":[{"id":"W4310449811","doi":"10.1109/ecce50734.2022.9947993","title":"Model-Free Predictive Pulse Pattern Control for Permanent Magnet Synchronous Motor Drives","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Multilevel Inverters and 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":"McMaster University","funders":"","keywords":"Total harmonic distortion; Stator; Flux linkage; Pulse-width modulation; Computer science; Control theory (sociology); Modulation index; Distortion (music); Control (management); Artificial intelligence; Induction motor; Electrical engineering; Direct torque control; Engineering; Voltage; Amplifier; Telecommunications","score_opus":0.00679626051505198,"score_gpt":0.18688120215713225,"score_spread":0.18008494164208028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310449811","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013873821,0.0008023179,0.9786509,0.0001646726,0.00013444992,0.000025081008,0.000028762923,0.0011196471,0.0052002203],"genre_scores_gemma":[0.9376285,0.0007295119,0.05496144,0.00009878379,0.00008691423,0.00007685121,0.00010342595,0.000057900845,0.0062565543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998006,0.000030467423,0.000009023433,0.000033298897,0.00011434413,0.00001226672],"domain_scores_gemma":[0.99987006,0.00004657931,0.000018202647,0.00002180361,0.000038314178,0.0000049919217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016800144,0.00037254018,0.00033840406,0.00016986365,0.00019676881,0.00053354586,0.00059594697,0.00040461667,0.0012017499],"category_scores_gemma":[0.0005700168,0.00017445133,0.00028274188,0.0002470234,0.00025572735,0.00055627624,0.00020464422,0.00053572765,0.00034049345],"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":[0.00017690937,0.00012295412,0.00038844824,0.00028887455,0.0000513604,0.00014493824,0.00011963912,0.46935216,0.026646225,0.032456778,0.004085653,0.46616608],"study_design_scores_gemma":[0.000016008185,0.000108565684,0.00018927349,0.000008373515,0.000009757706,0.000052625954,0.0000057297157,0.98619974,0.0055008833,0.0046752472,0.0032241473,0.00000960345],"about_ca_topic_score_codex":0.0019681633,"about_ca_topic_score_gemma":0.0015168597,"teacher_disagreement_score":0.0019681633,"about_ca_system_score_codex":0.00027491874,"about_ca_system_score_gemma":0.00033081943,"threshold_uncertainty_score":0.0040202737},"labels":[],"label_agreement":null},{"id":"W4310450050","doi":"10.1109/ecce50734.2022.9947868","title":"Steady-State Analysis of Power Converters using the Enhanced State Vector Algorithm","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC 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":"University of Alberta","funders":"","keywords":"Converters; Convergence (economics); Steady state (chemistry); State vector; State (computer science); Computer science; Control theory (sociology); Power (physics); Algorithm; Series (stratigraphy); Mathematics; Artificial intelligence","score_opus":0.006290558879376352,"score_gpt":0.2076724432443486,"score_spread":0.20138188436497226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310450050","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036846988,0.000075564196,0.9941618,0.000017892731,0.000009732823,0.000014224073,0.000011169087,0.0001676457,0.0018573526],"genre_scores_gemma":[0.6110128,0.0007265584,0.37796766,0.000050450028,0.000041916224,0.00019406577,0.0001720541,0.0001519224,0.009682656],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982136,0.00005048104,0.000013317924,0.000025797162,0.000077781835,0.000011166214],"domain_scores_gemma":[0.999783,0.00009331041,0.000015804882,0.000018641982,0.00008543599,0.0000037716475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049284124,0.00042959137,0.00041061145,0.00045285124,0.00022582982,0.0008781667,0.0005021309,0.00032091571,0.0034101917],"category_scores_gemma":[0.0008160481,0.0002548154,0.0003457753,0.0004879764,0.000336694,0.0010779389,0.0003031823,0.00052223774,0.00061710563],"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":[0.000070564776,0.00005044557,0.0007296785,0.0001721377,0.000043051918,0.00006913661,0.00012884136,0.7459769,0.017946975,0.07438722,0.0014690289,0.15895602],"study_design_scores_gemma":[0.0000035188732,0.000019168958,0.00012200072,0.000006318792,0.0000035759956,0.000011832977,0.0000056495305,0.99299,0.0014051372,0.0044259075,0.0010020115,0.0000048739635],"about_ca_topic_score_codex":0.0012663129,"about_ca_topic_score_gemma":0.0010960851,"teacher_disagreement_score":0.0034101917,"about_ca_system_score_codex":0.00031997598,"about_ca_system_score_gemma":0.00049486966,"threshold_uncertainty_score":0.01140821},"labels":[],"label_agreement":null},{"id":"W4310450702","doi":"10.1109/ecce50734.2022.9948120","title":"A High Step-Up Multi-Mode Resonant Switched-Resonator Converter","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC 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":"University of Alberta","funders":"","keywords":"Switched capacitor; Converters; Buck converter; Resonator; Pulse-width modulation; Electronic engineering; Boost converter; Buck–boost converter; Capacitor; Ćuk converter; Voltage; Computer science; Engineering; Electrical engineering","score_opus":0.00781898138324449,"score_gpt":0.2110476012724397,"score_spread":0.20322861988919522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310450702","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21385083,0.0017690117,0.73547864,0.00048758948,0.00041323606,0.00023724153,0.0003183386,0.0040899664,0.04335515],"genre_scores_gemma":[0.8901305,0.00040059324,0.10005257,0.00014274809,0.000071922754,0.00007020402,0.00010512633,0.000060719332,0.008965558],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997167,0.000030280877,0.000011703011,0.000055128035,0.00016592481,0.000020247291],"domain_scores_gemma":[0.9998871,0.000022188782,0.000011119775,0.000019735224,0.0000489971,0.0000108416425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017960485,0.00024081822,0.00038952363,0.0003300426,0.00030642387,0.0005977631,0.0008802526,0.00032222294,0.0026028745],"category_scores_gemma":[0.0001833984,0.00018403727,0.0002369197,0.00040648357,0.00019586492,0.0005164662,0.00023331754,0.000561062,0.00082654465],"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":[0.00020048687,0.00012206024,0.00054126553,0.0002575508,0.000049844104,0.00041597386,0.00008904759,0.0049907556,0.85120517,0.012413997,0.0032116438,0.12650222],"study_design_scores_gemma":[0.00013572119,0.00095869595,0.0028443525,0.000041347645,0.00008452925,0.0029164068,0.00006998931,0.19108063,0.75904626,0.0039640046,0.0387688,0.00008922297],"about_ca_topic_score_codex":0.0002560831,"about_ca_topic_score_gemma":0.00040685208,"teacher_disagreement_score":0.0026028745,"about_ca_system_score_codex":0.0002503032,"about_ca_system_score_gemma":0.00025249444,"threshold_uncertainty_score":0.008707464},"labels":[],"label_agreement":null},{"id":"W4310450723","doi":"10.1109/ecce50734.2022.9948113","title":"Generalized Predictive Control for Voltage Source Inverter in Islanded Microgrid","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Microgrid Control and Optimization","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":"University of Alberta","funders":"","keywords":"Model predictive control; Microgrid; Robustness (evolution); Control theory (sociology); Computer science; Benchmark (surveying); Voltage; MIMO; Voltage source; Inverter; Engineering; Control (management); Artificial intelligence; Telecommunications","score_opus":0.003763435253840342,"score_gpt":0.1729445923791518,"score_spread":0.16918115712531145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310450723","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0664075,0.0014436303,0.9206924,0.00033335772,0.0002102555,0.0000676611,0.000058914353,0.00078940653,0.0099968705],"genre_scores_gemma":[0.9874363,0.00036472248,0.0108016925,0.00004526023,0.00003635198,0.000044952143,0.0000320499,0.000015734186,0.0012230511],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999808,0.00005244004,0.00000892604,0.00004101458,0.00006741582,0.000022116128],"domain_scores_gemma":[0.99985147,0.00005519002,0.000022967075,0.000014751436,0.00004984928,0.000005798514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003646575,0.00067729456,0.00053189206,0.00018795884,0.0002964855,0.00069589436,0.00068575697,0.00035403043,0.0008235065],"category_scores_gemma":[0.00057683105,0.00018064823,0.0002688968,0.00041403857,0.00037138065,0.0003264467,0.00044207263,0.00055041484,0.0001060245],"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":[0.00007395467,0.000028261436,0.00026041555,0.00014419004,0.00003553206,0.00014344665,0.0000783473,0.937135,0.0037861557,0.0064170477,0.0009906506,0.050907135],"study_design_scores_gemma":[0.0000059180247,0.000035980953,0.00006691286,0.0000033970293,0.000006287592,0.000006419711,0.0000039991264,0.99842036,0.0003207348,0.00080876856,0.00031898025,0.0000023295952],"about_ca_topic_score_codex":0.0068569295,"about_ca_topic_score_gemma":0.0060312347,"teacher_disagreement_score":0.0068569295,"about_ca_system_score_codex":0.00037824322,"about_ca_system_score_gemma":0.00044620666,"threshold_uncertainty_score":0.013634026},"labels":[],"label_agreement":null},{"id":"W4310470571","doi":"10.1109/ecce50734.2022.9947749","title":"Deep Neural Network-based Black-box Modeling of Power Electronic Converters Using Transfer Learning","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","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":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Black box; Artificial neural network; Computer science; Converters; Transfer of learning; Deep learning; Power (physics); Artificial intelligence; Physics","score_opus":0.009380446613086107,"score_gpt":0.21513234128146538,"score_spread":0.2057518946683793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310470571","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04202648,0.0002939247,0.9509164,0.00015079702,0.000039097118,0.00004675396,0.00011116828,0.0010794665,0.005335838],"genre_scores_gemma":[0.9298247,0.00029059386,0.064238735,0.000058616904,0.000014065803,0.00016423251,0.00019012971,0.00008902799,0.0051299618],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999895,0.000029289533,0.0000066784837,0.000022023629,0.000034178334,0.000012769793],"domain_scores_gemma":[0.9998258,0.00008772366,0.000017680617,0.000020617066,0.00004187567,0.0000064005153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319495,0.00058201206,0.00053238764,0.00019816228,0.00024612417,0.0005490313,0.0010089326,0.00063054415,0.0024873351],"category_scores_gemma":[0.0006082744,0.00032270467,0.0005093922,0.0002569741,0.00038721305,0.0010472469,0.00039115534,0.0009777104,0.00041174938],"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":[0.000015244048,0.000012241509,0.00011179423,0.000021684165,0.000010587821,0.000018627075,0.000014568935,0.98790735,0.0015030894,0.0013965779,0.00013554103,0.008852676],"study_design_scores_gemma":[5.174672e-7,0.0000028209338,0.000013776279,0.0000010214036,7.122445e-7,0.0000015141939,5.13474e-7,0.99934775,0.00030074484,0.0002693364,0.000060694183,6.180804e-7],"about_ca_topic_score_codex":0.0058076014,"about_ca_topic_score_gemma":0.0044058715,"teacher_disagreement_score":0.0058076014,"about_ca_system_score_codex":0.0006882354,"about_ca_system_score_gemma":0.00062459114,"threshold_uncertainty_score":0.011547625},"labels":[],"label_agreement":null},{"id":"W4310470574","doi":"10.1109/ecce50734.2022.9947835","title":"An Instantaneous Power Balancing Control With Power Factor Correction for Single-Stage Three-Phase AC-DC Converters","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","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":"Queen's University","funders":"","keywords":"Power factor; Ripple; Decoupling (probability); Control theory (sociology); Converters; AC power; Switched-mode power supply; Capacitor; Three-phase; Computer science; Voltage optimisation; Harmonics; Voltage; Power (physics); Electronic engineering; Engineering; Electrical engineering; Physics; Control (management); Control engineering","score_opus":0.008087302394471918,"score_gpt":0.20690720449728991,"score_spread":0.198819902102818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310470574","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022021811,0.00029427084,0.9721744,0.00005020711,0.000105926185,0.000051094583,0.000027264818,0.0011621279,0.0041129324],"genre_scores_gemma":[0.91277784,0.00026446904,0.083457276,0.00005732481,0.00007574427,0.00006287438,0.0000506255,0.00005645341,0.0031974597],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983,0.0000136559365,0.000010759182,0.000042118318,0.00008701181,0.000016491538],"domain_scores_gemma":[0.9998865,0.000018809751,0.000027161394,0.000016404436,0.00004447568,0.0000066662037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019541888,0.00038301418,0.00033610308,0.0002998038,0.000321058,0.00055846584,0.0008240874,0.00020798956,0.001672247],"category_scores_gemma":[0.00024355309,0.000116290124,0.00025279698,0.00029991186,0.00023521789,0.0003991935,0.00021948201,0.00049650046,0.00032848935],"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":[0.00023810769,0.00016204291,0.00072760374,0.0004997732,0.000053349107,0.00019690578,0.00026372637,0.053902548,0.3590803,0.017692555,0.0022033819,0.56497973],"study_design_scores_gemma":[0.00007896562,0.0006638905,0.0014657744,0.000041270694,0.00006054141,0.00044366496,0.00003169293,0.8204513,0.15564151,0.0043135895,0.016762566,0.000045219913],"about_ca_topic_score_codex":0.00048063704,"about_ca_topic_score_gemma":0.0008688267,"teacher_disagreement_score":0.001672247,"about_ca_system_score_codex":0.00021468641,"about_ca_system_score_gemma":0.00030270978,"threshold_uncertainty_score":0.005594194},"labels":[],"label_agreement":null},{"id":"W4310475733","doi":"10.1109/ecce50734.2022.9947996","title":"Dynamic Phasor-Based Modeling and Analysis of Selective Harmonic Compensated Single-Phase Grid-Forming Inverter Connected to Nonlinear and Resistive Loads","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Microgrid Control and Optimization","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":"University of Calgary","funders":"","keywords":"Harmonics; Total harmonic distortion; Phasor; Harmonic; Nonlinear system; Rectifier (neural networks); Inverter; Control theory (sociology); Electronic engineering; Power electronics; Computer science; Harmonic analysis; Power (physics); Resistive touchscreen; Engineering; Voltage; Electrical engineering; Electric power system; Physics; Acoustics","score_opus":0.007563654650352719,"score_gpt":0.20944012136876738,"score_spread":0.20187646671841467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310475733","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35802588,0.00027120544,0.62049216,0.00018728359,0.00003042414,0.00012083555,0.0005605462,0.0010252957,0.019286387],"genre_scores_gemma":[0.9901841,0.00015241407,0.007659324,0.000010148672,0.0000043683335,0.00004743394,0.00015622501,0.000028468277,0.0017575977],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999435,0.00001770391,0.0000032189873,0.000009849134,0.000019353918,0.0000064195237],"domain_scores_gemma":[0.99991536,0.000029506853,0.000016762515,0.000014206151,0.000019086481,0.000004992567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010744143,0.00040997312,0.00040746725,0.00023374369,0.00022257144,0.00045680357,0.00047770608,0.00043582704,0.0016529489],"category_scores_gemma":[0.00031278693,0.00024631998,0.00034300654,0.00027107992,0.0002362509,0.00060285546,0.0002392186,0.00031469527,0.00031984085],"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":[0.000016920168,0.000012131457,0.00047648515,0.000022259264,0.000008102484,0.00006357884,0.000023698434,0.9928173,0.0021623517,0.0008792614,0.00011272601,0.0034052355],"study_design_scores_gemma":[0.0000015906107,0.000011169769,0.00013870366,8.3661246e-7,0.00000131648,0.000006646337,0.000004320674,0.999353,0.00022242303,0.00014453026,0.00011431976,0.0000010921739],"about_ca_topic_score_codex":0.0071471557,"about_ca_topic_score_gemma":0.004995352,"teacher_disagreement_score":0.0071471557,"about_ca_system_score_codex":0.00029749607,"about_ca_system_score_gemma":0.00031551448,"threshold_uncertainty_score":0.014211118},"labels":[],"label_agreement":null},{"id":"W4310475745","doi":"10.1109/ecce50734.2022.9947304","title":"Design of a Dipole Internal Permanent Magnet Bearingless Motor for Flux-weakening Control","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Magnetic Bearings and Levitation Dynamics","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 British Columbia","funders":"","keywords":"Magnet; Electromagnetic coil; Stator; Electropermanent magnet; Rotor (electric); AC motor; Materials science; Magnetic levitation; Dipole; Nuclear magnetic resonance; Mechanical engineering; Control theory (sociology); Physics; Engineering; Electrical engineering; Electric motor; Permanent magnet synchronous generator; Computer science; Control (management)","score_opus":0.007433565596459165,"score_gpt":0.1877357946901447,"score_spread":0.18030222909368554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310475745","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032342345,0.00013934606,0.961947,0.00011084914,0.00010390656,0.00016323272,0.000045524732,0.0009212325,0.0042265137],"genre_scores_gemma":[0.5277228,0.00016623079,0.46683684,0.000093351744,0.000055676675,0.00019908648,0.0001222916,0.00006931434,0.0047344672],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989045,0.00000959024,0.00000734361,0.000026582782,0.000053994794,0.000012032079],"domain_scores_gemma":[0.9998921,0.000015074444,0.0000216088,0.000009714478,0.000042334937,0.000019186886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018739924,0.00034820967,0.00027273127,0.00016867784,0.00015522803,0.00024516348,0.00060415495,0.00030256555,0.0018243184],"category_scores_gemma":[0.00018373359,0.00018546963,0.00017591624,0.00007279239,0.00022703796,0.0002814721,0.0001895932,0.00033424576,0.0007070542],"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":[0.00019045803,0.00008460765,0.00079890044,0.00040388462,0.00002792492,0.0002478045,0.00011223947,0.013557767,0.8189484,0.010281277,0.0019063946,0.15344039],"study_design_scores_gemma":[0.0004236857,0.0038427834,0.005669269,0.00006418543,0.00009854018,0.0023726914,0.00007856135,0.35025394,0.53983885,0.0031189884,0.09415333,0.00008517026],"about_ca_topic_score_codex":0.00023557362,"about_ca_topic_score_gemma":0.00027533452,"teacher_disagreement_score":0.0018243184,"about_ca_system_score_codex":0.0002105108,"about_ca_system_score_gemma":0.00038464027,"threshold_uncertainty_score":0.006102979},"labels":[],"label_agreement":null},{"id":"W4310475748","doi":"10.1109/ecce50734.2022.9947645","title":"Design and analysis of cobra shaped spoke type rotor with SMC stator core for traction applications","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Magnetic Bearings and Levitation Dynamics","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":"Concordia University","funders":"","keywords":"Stator; Rotor (electric); Core (optical fiber); Traction (geology); Torque; Torque density; Torque ripple; Traction motor; Magnetic core; Engineering; Automotive engineering; Mechanical engineering; Copper loss; Electric motor; Induction motor; Electrical engineering; Direct torque control; Electromagnetic coil; Physics; Voltage; Telecommunications","score_opus":0.012692603644152405,"score_gpt":0.2139719962797352,"score_spread":0.2012793926355828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310475748","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2945481,0.0015708781,0.6825036,0.00023207914,0.00010753436,0.0002752512,0.00010634562,0.0007015964,0.019954668],"genre_scores_gemma":[0.91802204,0.00048689672,0.07522964,0.000023670833,0.000019531708,0.000108968314,0.000098795295,0.000046345598,0.005964202],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988866,0.000018723975,0.0000035796932,0.000014655453,0.00006244099,0.000011866265],"domain_scores_gemma":[0.9999089,0.0000151421,0.000021564716,0.000007816579,0.000040378316,0.0000061840474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021773015,0.0003570486,0.00039283768,0.00024045915,0.00019802913,0.0003644841,0.00042095847,0.00051558675,0.001164205],"category_scores_gemma":[0.0002252391,0.00018497372,0.00033440226,0.00014875818,0.00021774654,0.00019489191,0.000119050594,0.00017543316,0.00045911458],"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":[0.00031723522,0.00011714041,0.0022536498,0.0008345534,0.00006978349,0.00044246225,0.00015876628,0.24498673,0.6234865,0.011157657,0.0023489965,0.113826595],"study_design_scores_gemma":[0.00003139228,0.0010607598,0.004107035,0.000040713712,0.000043573553,0.00025447772,0.0000666572,0.9178646,0.06100412,0.000876004,0.0146315275,0.000019097373],"about_ca_topic_score_codex":0.00088271697,"about_ca_topic_score_gemma":0.0011928651,"teacher_disagreement_score":0.001164205,"about_ca_system_score_codex":0.00033781223,"about_ca_system_score_gemma":0.00045776472,"threshold_uncertainty_score":0.003894627},"labels":[],"label_agreement":null},{"id":"W4310475753","doi":"10.1109/ecce50734.2022.9947512","title":"2DoF BTSPWM for Parallel Current Source Converter with Improved CMV and Harmonic Performance","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Multilevel Inverters and 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":"University of Alberta","funders":"","keywords":"Interleaving; Harmonic; Electronic engineering; Inverter; Converters; Pulse-width modulation; Rectifier (neural networks); Computer science; Harmonic analysis; Power (physics); Voltage; Engineering; Electrical engineering; Physics","score_opus":0.008694551921969003,"score_gpt":0.18863847649742377,"score_spread":0.17994392457545477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310475753","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12042132,0.00066541345,0.8631848,0.00018868507,0.00008199894,0.00010615691,0.000069035865,0.0007002329,0.014582337],"genre_scores_gemma":[0.8655872,0.0003590719,0.1297191,0.00006135918,0.00003525161,0.00006797907,0.000109881825,0.00005263908,0.0040075905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998609,0.000013607827,0.000007688591,0.000021254344,0.00008709827,0.000009388357],"domain_scores_gemma":[0.9999356,0.00000932481,0.000018417382,0.000008102972,0.000024298037,0.0000041454746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013220991,0.00051385927,0.00025661246,0.00046305137,0.00026071287,0.00040005863,0.0003995571,0.0002745764,0.0021024805],"category_scores_gemma":[0.00018887613,0.00012363767,0.00021353278,0.00083810795,0.00016453149,0.0005299326,0.0002060805,0.00031781406,0.00027018302],"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":[0.00031154076,0.00023565888,0.0010517384,0.00041949985,0.00003932595,0.00011921649,0.00016137546,0.036403947,0.48773652,0.016406113,0.0019452727,0.45516974],"study_design_scores_gemma":[0.00012960962,0.0005932278,0.0026264503,0.000046163826,0.000054378514,0.00055124005,0.000048754395,0.7861815,0.18882358,0.0069228974,0.013981377,0.000040824918],"about_ca_topic_score_codex":0.00071179314,"about_ca_topic_score_gemma":0.0013673283,"teacher_disagreement_score":0.0021024805,"about_ca_system_score_codex":0.00034593255,"about_ca_system_score_gemma":0.00038522243,"threshold_uncertainty_score":0.007033527},"labels":[],"label_agreement":null},{"id":"W4310475756","doi":"10.1109/ecce50734.2022.9947517","title":"Homopolar Bearingless Slice Motor with Quadruple Three-Phase Windings","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Magnetic Bearings and Levitation Dynamics","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 British Columbia","funders":"","keywords":"Homopolar motor; Magnetomotive force; Electromagnetic coil; Control theory (sociology); Voltage; Three-phase; Electrical engineering; Physics; Engineering; Computer science; Magnet","score_opus":0.005520284778248866,"score_gpt":0.18742179203858836,"score_spread":0.1819015072603395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310475756","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17497723,0.0009038892,0.80972284,0.00018887094,0.00031378548,0.00012176041,0.00011571606,0.0010544125,0.012601451],"genre_scores_gemma":[0.7975508,0.0004274226,0.19552934,0.00014356007,0.00007441026,0.0000621475,0.00012327098,0.000065526874,0.0060234587],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999198,0.000012690408,0.000006742293,0.000018130764,0.000033875218,0.000008723778],"domain_scores_gemma":[0.9999093,0.000012227931,0.000023103756,0.000016508518,0.000023825716,0.000014984431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191252,0.00023585254,0.00027880794,0.00016555282,0.00013178763,0.00022547782,0.00037746175,0.00026270928,0.0017298196],"category_scores_gemma":[0.00014221566,0.00011422439,0.00011149372,0.00012726456,0.00028818136,0.00063100795,0.0002630178,0.00022443777,0.0006612322],"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":[0.00036919123,0.00007312375,0.0007817456,0.00043370688,0.000026032678,0.00027902814,0.00014070958,0.0061574965,0.7634229,0.026705343,0.0022954321,0.19931525],"study_design_scores_gemma":[0.00023667695,0.003911984,0.0046335477,0.000110124274,0.00007802765,0.002887267,0.0001234927,0.21373573,0.65589184,0.01232946,0.10598246,0.000079419384],"about_ca_topic_score_codex":0.0000947186,"about_ca_topic_score_gemma":0.00021313534,"teacher_disagreement_score":0.0017298196,"about_ca_system_score_codex":0.00010688135,"about_ca_system_score_gemma":0.00012898806,"threshold_uncertainty_score":0.005786836},"labels":[],"label_agreement":null},{"id":"W4310475783","doi":"10.1109/ecce50734.2022.9947435","title":"A Modular Step-up PV Converter With Coupled Output Power Balancers Utilizing A New Fully Soft-switched Active Voltage Quadrupler (A VQ)","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","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":"York University","funders":"","keywords":"Modular design; Duty cycle; Boost converter; Inductor; Computer science; Maximum power point tracking; Photovoltaic system; Voltage; Power (physics); Control theory (sociology); Engineering; Electronic engineering; Electrical engineering; Physics; Control (management)","score_opus":0.007071241153931262,"score_gpt":0.19327861077185876,"score_spread":0.1862073696179275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310475783","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25627115,0.0008024463,0.7274115,0.0001478475,0.00019682069,0.00025799562,0.0002567611,0.0026402238,0.012015161],"genre_scores_gemma":[0.82717055,0.00025504435,0.16407162,0.0001425982,0.00006588912,0.00011847177,0.0001829667,0.0001193545,0.00787356],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983764,0.000011867085,0.000006970647,0.00004331128,0.00008536988,0.000014956234],"domain_scores_gemma":[0.9999192,0.000011168798,0.000015522883,0.000014370374,0.000027335896,0.000012427619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113831,0.0003624897,0.00033090712,0.00032469083,0.00020306982,0.0005024452,0.00093053235,0.000356613,0.002451922],"category_scores_gemma":[0.0001249224,0.00024022908,0.0003730061,0.00028474373,0.00013808043,0.0006421926,0.00037780087,0.00052198593,0.0007654017],"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":[0.000084493535,0.00006614035,0.00033142194,0.00021983044,0.000037701026,0.00013962443,0.000046883182,0.0023615998,0.9158997,0.0019133412,0.0007013019,0.078197986],"study_design_scores_gemma":[0.000112685135,0.0014378239,0.0029859403,0.00003379571,0.00009693559,0.0019584065,0.000041966163,0.07364648,0.88790214,0.001626216,0.030093648,0.00006393117],"about_ca_topic_score_codex":0.00017919124,"about_ca_topic_score_gemma":0.00034258055,"teacher_disagreement_score":0.002451922,"about_ca_system_score_codex":0.00017072687,"about_ca_system_score_gemma":0.00017473083,"threshold_uncertainty_score":0.008202493},"labels":[],"label_agreement":null},{"id":"W4310475788","doi":"10.1109/ecce50734.2022.9947871","title":"Modeling and Soft-Switching Operation of an Isolated Modular-Multilevel-Converter-Based DC-DC Converter","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"HVDC Systems and Fault Protection","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":"Toronto Metropolitan University","funders":"","keywords":"Modular design; Topology (electrical circuits); Capacitor; Modulation (music); Electronic engineering; Computer science; Voltage; Forward converter; Ćuk converter; Interconnection; Boost converter; Engineering; Control theory (sociology); Electrical engineering; Control (management); Physics","score_opus":0.008869922332704101,"score_gpt":0.20275225568994643,"score_spread":0.19388233335724234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310475788","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0715465,0.00051752786,0.8920825,0.00022734847,0.00008372357,0.0001647324,0.00028442827,0.00059527706,0.034497876],"genre_scores_gemma":[0.9516492,0.00048574523,0.04164554,0.00004785283,0.00002845409,0.00014103815,0.00012773296,0.00003533558,0.005839038],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986994,0.000026349326,0.0000061662927,0.00002399859,0.000064104475,0.000009396772],"domain_scores_gemma":[0.9999305,0.000019987507,0.000010106597,0.000015424248,0.000020307301,0.0000036719678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633019,0.0004156481,0.0004793411,0.0003408845,0.00033725429,0.0008374102,0.0008930205,0.0005490318,0.0021708678],"category_scores_gemma":[0.00026382852,0.0001778555,0.0004451783,0.0003152367,0.00032795523,0.00068201235,0.0002628378,0.0005925464,0.000590718],"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":[0.00013235354,0.00012554294,0.00071592786,0.0002413575,0.000041964206,0.00025790074,0.0001393303,0.8648239,0.04861026,0.04835163,0.0008907356,0.03566917],"study_design_scores_gemma":[0.000007985484,0.000033120577,0.00012955251,0.000006420796,0.0000059401173,0.00003911735,0.000008466137,0.99426347,0.00230037,0.0020587032,0.0011429519,0.0000039320835],"about_ca_topic_score_codex":0.001520706,"about_ca_topic_score_gemma":0.0015305432,"teacher_disagreement_score":0.0021708678,"about_ca_system_score_codex":0.0003938826,"about_ca_system_score_gemma":0.00044109687,"threshold_uncertainty_score":0.00726223},"labels":[],"label_agreement":null},{"id":"W4310501968","doi":"10.1109/ecce50734.2022.9947952","title":"A Practical Test Bench Development of a Hyperloop Propulsion System: Modeling, Simulation, and Prototype Integration","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Electric and Hybrid Vehicle Technologies","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":"Ontario Tech University","funders":"","keywords":"Test bench; Propulsion; Hardware-in-the-loop simulation; Computer science; Control system; Control engineering; Systems engineering; Simulation; Engineering; Automotive engineering; Aerospace engineering; Embedded system; Electrical engineering","score_opus":0.017513592955640003,"score_gpt":0.23767872446108948,"score_spread":0.22016513150544947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310501968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49908698,0.00024137349,0.4672575,0.00041426587,0.00028015612,0.0009880399,0.0012502125,0.012149081,0.018332334],"genre_scores_gemma":[0.9346874,0.0001117158,0.056980032,0.000051367097,0.000015026676,0.0004882248,0.00066408474,0.00023217229,0.006769945],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964666,0.00007502659,0.00002027824,0.000047329646,0.00016003672,0.00005073025],"domain_scores_gemma":[0.9994832,0.00012342015,0.000032322696,0.00012176119,0.00018435308,0.000054936427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005830256,0.00052159827,0.00035237242,0.00033387504,0.00029228794,0.0006644603,0.0010615744,0.0007077422,0.0075997286],"category_scores_gemma":[0.0007969201,0.00020753058,0.00035389548,0.00018196208,0.00034243395,0.0007756737,0.00047293803,0.00066760514,0.0015481573],"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":[0.0014906927,0.0014856609,0.008238887,0.0018791561,0.00019862659,0.0017435678,0.001415497,0.29237083,0.48064986,0.01071676,0.011066342,0.1887441],"study_design_scores_gemma":[0.00041822097,0.010109911,0.005995243,0.000111772555,0.00007984575,0.00067511766,0.00040131528,0.45705906,0.4772726,0.0019378024,0.045834005,0.00010509457],"about_ca_topic_score_codex":0.0006682016,"about_ca_topic_score_gemma":0.00046506384,"teacher_disagreement_score":0.0075997286,"about_ca_system_score_codex":0.00026922158,"about_ca_system_score_gemma":0.0006821755,"threshold_uncertainty_score":0.025423646},"labels":[],"label_agreement":null},{"id":"W4310502175","doi":"10.1109/ecce50734.2022.9948167","title":"Dynamic Pulse-Positioning for a Single-Stage Isolated AC-DC Converter","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"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":"Transformer; Delta-wye transformer; Forward converter; Flyback converter; Electrical engineering; Energy efficient transformer; Pulse-width modulation; AC power; Distribution transformer; Engineering; Electronic engineering; Control theory (sociology); Voltage; Boost converter; Computer science","score_opus":0.007333517669286529,"score_gpt":0.20388407969720904,"score_spread":0.1965505620279225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310502175","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25823757,0.00038453646,0.7106275,0.00024876863,0.0002392446,0.00021992082,0.0001084576,0.0017168736,0.02821712],"genre_scores_gemma":[0.9773194,0.000056075423,0.019023009,0.00002799714,0.000013009739,0.000031801977,0.000015127138,0.000017009974,0.0034964168],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998616,0.000018289198,0.0000062669005,0.00002743597,0.00007140122,0.000014917731],"domain_scores_gemma":[0.99989605,0.0000296251,0.000015318086,0.000016187023,0.000030760784,0.000012042764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012114778,0.00022081617,0.00032104115,0.00013354576,0.00039147114,0.00059021206,0.0006258902,0.00029296085,0.00272258],"category_scores_gemma":[0.00021506484,0.0000997287,0.0001273091,0.00018236644,0.00020077967,0.00019460576,0.00018510163,0.00041053828,0.00057193055],"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":[0.001047007,0.00026239434,0.0012418762,0.00054400123,0.00004164879,0.000991016,0.00043471443,0.0886464,0.68344194,0.006939275,0.0019376616,0.21447209],"study_design_scores_gemma":[0.00011633978,0.0016917494,0.002201478,0.000054487286,0.000038893206,0.00088223745,0.000108943954,0.7597223,0.22318146,0.0022763577,0.009689839,0.00003591508],"about_ca_topic_score_codex":0.0007175352,"about_ca_topic_score_gemma":0.0012081687,"teacher_disagreement_score":0.00272258,"about_ca_system_score_codex":0.0002430115,"about_ca_system_score_gemma":0.00037788352,"threshold_uncertainty_score":0.009107947},"labels":[],"label_agreement":null},{"id":"W4310502940","doi":"10.1109/ecce50734.2022.9947903","title":"Automated Impulse PD Testing for Early Detection and Classification of PD in the Stator Insulation of Low Voltage VFD Motors","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","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":"Ontario Power Generation","funders":"","keywords":"Stator; Partial discharge; Variable-frequency drive; Voltage; Automotive engineering; Impulse (physics); Electrical engineering; Engineering; Computer science; Power (physics)","score_opus":0.014126636567540136,"score_gpt":0.23309806957672227,"score_spread":0.21897143300918215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310502940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5052535,0.0009687921,0.48631173,0.00009123785,0.00009404709,0.0001811827,0.0003477515,0.004411404,0.0023403622],"genre_scores_gemma":[0.90571517,0.00016502374,0.092340305,0.00007590372,0.000019662399,0.00006375838,0.00024382418,0.00004876102,0.0013276424],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954504,0.0000747923,0.000027972612,0.00010799053,0.00020313503,0.00004098323],"domain_scores_gemma":[0.99915004,0.000303174,0.0001628179,0.000093840485,0.00024808824,0.000041982075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025613754,0.0005309593,0.00042133164,0.0012314187,0.00016292086,0.00044927243,0.0006682854,0.00061843626,0.00070078194],"category_scores_gemma":[0.0010576457,0.00018752419,0.00018431632,0.00032584285,0.00021834364,0.00034348952,0.00034033798,0.0002723519,0.00038000246],"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":[0.0005252131,0.00023691953,0.01999229,0.00024153649,0.00002892865,0.0004135439,0.0001521134,0.0058637625,0.6173413,0.00034758757,0.0011906958,0.35366613],"study_design_scores_gemma":[0.00007535583,0.0010617378,0.057966515,0.00005018048,0.000067381436,0.0019085864,0.00012945004,0.28616172,0.6471377,0.00071876205,0.0046510734,0.00007155233],"about_ca_topic_score_codex":0.00045820457,"about_ca_topic_score_gemma":0.0008977213,"teacher_disagreement_score":0.0012314187,"about_ca_system_score_codex":0.00021719727,"about_ca_system_score_gemma":0.00018489842,"threshold_uncertainty_score":0.0023443103},"labels":[],"label_agreement":null},{"id":"W4310521252","doi":"10.1109/ecce50734.2022.9948202","title":"A Multi-Mode Hybrid CCM/DCM Three-Phase Step-Up AC/DC Soft-Switched Converter with an Adaptive Active-Controlled Auxiliary Circuit and Constant Output Voltage","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","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":"York University","funders":"","keywords":"Control theory (sociology); Boost converter; Inductor; Rectifier (neural networks); Ćuk converter; Duty cycle; Power factor; Buck–boost converter; Electronic engineering; Voltage; Computer science; Engineering; Electrical engineering","score_opus":0.013070104103072171,"score_gpt":0.22405784345919832,"score_spread":0.21098773935612616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310521252","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.115691744,0.0004801269,0.8684778,0.00012084913,0.00010492077,0.0001340779,0.00012080729,0.0020312313,0.012838451],"genre_scores_gemma":[0.89455897,0.00022545425,0.098507136,0.00013105283,0.00004477055,0.000077247394,0.00013613024,0.000080918835,0.0062383516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998679,0.000014141151,0.000007753317,0.00002906475,0.00007027578,0.000010793979],"domain_scores_gemma":[0.9999268,0.000011963189,0.000009310529,0.000015291613,0.000026417252,0.000010156058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014838064,0.0002468127,0.00028882912,0.00023634551,0.00018215633,0.00039190854,0.0008927755,0.00022393395,0.0021688722],"category_scores_gemma":[0.0001099836,0.0001274906,0.00026278294,0.00022476584,0.00015129593,0.00040957154,0.0002340914,0.00042546034,0.000584811],"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":[0.00036277442,0.00014780714,0.00082833605,0.00038223763,0.000055390577,0.00029836057,0.00011090828,0.0062744385,0.77461183,0.0072592287,0.0016563949,0.20801225],"study_design_scores_gemma":[0.0003199225,0.0015035813,0.005266319,0.000066266366,0.00014945325,0.0035326395,0.00009536635,0.36846462,0.567126,0.0039177146,0.049473926,0.00008422065],"about_ca_topic_score_codex":0.00022963148,"about_ca_topic_score_gemma":0.0005591553,"teacher_disagreement_score":0.0021688722,"about_ca_system_score_codex":0.00018796815,"about_ca_system_score_gemma":0.00020888768,"threshold_uncertainty_score":0.007255554},"labels":[],"label_agreement":null},{"id":"W4310521309","doi":"10.1109/ecce50734.2022.9947776","title":"Half-Bridge Current Source Inverter for Grid-Connected Applications","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":5,"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 Manitoba","funders":"Canada Research Chairs","keywords":"Capacitor; Inverter; Topology (electrical circuits); Reliability (semiconductor); Grid; Electrolytic capacitor; Electronic engineering; Electrical engineering; Computer science; Voltage; Power (physics); Current (fluid); Engineering; Physics; Mathematics","score_opus":0.009888062158842767,"score_gpt":0.21671741460505958,"score_spread":0.2068293524462168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310521309","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063239366,0.006673653,0.8434161,0.00083016773,0.0009667133,0.00024267907,0.00053637143,0.0033706392,0.08072429],"genre_scores_gemma":[0.8561488,0.0036096508,0.11554035,0.00047206564,0.00043482962,0.00017219745,0.0009182853,0.00012429169,0.02257961],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999232,0.000008367504,0.0000045292454,0.000013542351,0.000044060747,0.0000062011864],"domain_scores_gemma":[0.9999591,0.000006138104,0.00000410986,0.000006503373,0.000020659223,0.0000036284507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005801282,0.00026809584,0.00023935207,0.000206938,0.00017677632,0.00038284663,0.0005402407,0.00041247616,0.0068360264],"category_scores_gemma":[0.00010872799,0.00007937786,0.00015925078,0.0005284935,0.0000918454,0.0005181758,0.00016704925,0.00041941734,0.0018294792],"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":[0.00011413015,0.00017024911,0.00042546957,0.00075891503,0.000028546334,0.00022828544,0.00006266054,0.005671067,0.19141313,0.02073689,0.011761482,0.76862913],"study_design_scores_gemma":[0.00023908769,0.0017103546,0.0057709855,0.00025824868,0.00012078924,0.0026826202,0.00011142323,0.3565986,0.20426479,0.047609687,0.38057357,0.000059872273],"about_ca_topic_score_codex":0.00014457466,"about_ca_topic_score_gemma":0.0002935575,"teacher_disagreement_score":0.0068360264,"about_ca_system_score_codex":0.00016474059,"about_ca_system_score_gemma":0.00019207581,"threshold_uncertainty_score":0.022868812},"labels":[],"label_agreement":null},{"id":"W4310521331","doi":"10.1109/ecce50734.2022.9948171","title":"Modulation and Control Schemes of Modular Three Phase FCC-CSC for High Power Applications","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","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":"Space vector modulation; Modular design; Modulation (music); Electronic engineering; Interleaving; Converters; Computer science; Harmonic; Voltage; Power (physics); Series and parallel circuits; Electrical engineering; Pulse-width modulation; Engineering; Physics","score_opus":0.0067030950166483,"score_gpt":0.20485903111601486,"score_spread":0.19815593609936655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310521331","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18457144,0.0009098061,0.7949049,0.00030818026,0.00020517537,0.00020466512,0.00011534117,0.0010694772,0.017711103],"genre_scores_gemma":[0.9721085,0.00014717603,0.026342776,0.000030740463,0.000051421506,0.00003763729,0.00003723855,0.000010309765,0.0012341521],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999918,0.000012052864,0.000006920467,0.000014303456,0.00004000249,0.000008705861],"domain_scores_gemma":[0.99985576,0.00001589578,0.00003828726,0.000018437282,0.00006226014,0.000009439231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114481954,0.00032835628,0.00015889222,0.0003594141,0.00025739265,0.0002851265,0.00037188941,0.00023268085,0.0017616634],"category_scores_gemma":[0.00024293989,0.00005990535,0.00015620145,0.00047280145,0.00015852916,0.000268628,0.00011311728,0.0002810479,0.00026420158],"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":[0.00037874185,0.00016299773,0.0019261818,0.00045257527,0.000045093464,0.00022352529,0.00043408002,0.051011756,0.2038461,0.021532524,0.0044266786,0.7155597],"study_design_scores_gemma":[0.00014882638,0.0012716479,0.0067174486,0.00010670237,0.00010345086,0.0010103188,0.00012488579,0.8244174,0.12801895,0.008023873,0.030005338,0.00005110416],"about_ca_topic_score_codex":0.0010284764,"about_ca_topic_score_gemma":0.0014001876,"teacher_disagreement_score":0.0017616634,"about_ca_system_score_codex":0.00026835618,"about_ca_system_score_gemma":0.00020994895,"threshold_uncertainty_score":0.0058934093},"labels":[],"label_agreement":null},{"id":"W4310521395","doi":"10.1109/ecce50734.2022.9948154","title":"A Multi-Parameter Approach to Optimal Power Dispatch in Grid-Connected Photovoltaic-Battery Systems","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Smart Grid Energy Management","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":true,"ca_institutions":"Western University; Carleton University","funders":"","keywords":"Photovoltaic system; Tariff; Computer science; Profit (economics); Stand-alone power system; Grid-connected photovoltaic power system; Grid; Battery (electricity); Electricity; Electric power system; Electricity pricing; Grid parity; Automotive engineering; Mathematical optimization; Power (physics); Maximum power point tracking; Renewable energy; Distributed generation; Engineering; Electricity market; Electrical engineering; Photovoltaics; Business; Economics; Mathematics; Microeconomics; Voltage","score_opus":0.008902420368573763,"score_gpt":0.1893032252704862,"score_spread":0.18040080490191246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310521395","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014292575,0.00041103087,0.9796211,0.00028726613,0.000099538745,0.00006656579,0.00006494291,0.0001099132,0.005047083],"genre_scores_gemma":[0.8618429,0.0004505615,0.13256697,0.000113625545,0.00014206606,0.00020696508,0.00009131514,0.00014796658,0.004437622],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928695,0.000352143,0.000036837548,0.0001177187,0.00013961137,0.00006684497],"domain_scores_gemma":[0.9991547,0.000559777,0.000102587124,0.000030084977,0.00010476342,0.000048126163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535445,0.0014522502,0.0018941406,0.00086427375,0.00077195687,0.00206809,0.001550303,0.0015724555,0.0029240488],"category_scores_gemma":[0.003210448,0.0012182565,0.00086464325,0.0010888947,0.0008083739,0.0016327673,0.0009134571,0.0018216823,0.00032157908],"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":[0.000012743083,0.00000875725,0.00005327269,0.000014767046,0.000016495795,0.000022302103,0.000012912824,0.99374384,0.000103207414,0.0027907852,0.00013233922,0.003088624],"study_design_scores_gemma":[0.0000039544425,0.0000065475942,0.000020841973,0.0000021108265,0.0000023177943,0.000003989656,0.000006344391,0.9978071,0.00003435055,0.001981338,0.00012795365,0.00000306421],"about_ca_topic_score_codex":0.006372972,"about_ca_topic_score_gemma":0.006862344,"teacher_disagreement_score":0.006372972,"about_ca_system_score_codex":0.00155129,"about_ca_system_score_gemma":0.0011570657,"threshold_uncertainty_score":0.012671709},"labels":[],"label_agreement":null},{"id":"W4310529672","doi":"10.1109/ecce50734.2022.9947892","title":"Harmonic Analysis of Input DC Current in Six- and Nine-Phase Voltage Source Inverters","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","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":"McMaster University","funders":"","keywords":"Voltage source; Ripple; Three-phase; Capacitor; Harmonic; Control theory (sociology); Current (fluid); Voltage; Materials science; Harmonic analysis; Electronic engineering; Electrical engineering; Computer science; Engineering; Physics; Acoustics","score_opus":0.011023963595331294,"score_gpt":0.2265340480827155,"score_spread":0.2155100844873842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310529672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7478571,0.0008402213,0.22580181,0.0001264813,0.000056195255,0.0001463768,0.0009200521,0.0010275005,0.023224326],"genre_scores_gemma":[0.9931845,0.0001250255,0.0051000547,0.000011952957,0.0000074661075,0.000018943669,0.0002634073,0.00003612342,0.0012525743],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998373,0.0000152121665,0.000008867645,0.000019187188,0.00010023957,0.000019214473],"domain_scores_gemma":[0.9997744,0.000088382025,0.000029685492,0.000020786143,0.000078677826,0.000008163512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012963924,0.00025862386,0.00030632163,0.00060978014,0.00017284296,0.00037347112,0.00029658247,0.00025980073,0.002682353],"category_scores_gemma":[0.0003755134,0.000088575995,0.00025368188,0.0005157298,0.00017524691,0.0002876839,0.0001368281,0.00024208576,0.00037349266],"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":[0.0012918549,0.00037844622,0.012344355,0.001696274,0.00018193983,0.0009221251,0.0011070832,0.23723856,0.3680149,0.013721607,0.0033884405,0.35971436],"study_design_scores_gemma":[0.000032545257,0.00064854504,0.023758814,0.000064976615,0.00006461543,0.00042000075,0.00029856976,0.8821799,0.08329171,0.0035457055,0.005656184,0.000038385628],"about_ca_topic_score_codex":0.0011781642,"about_ca_topic_score_gemma":0.0009875656,"teacher_disagreement_score":0.002682353,"about_ca_system_score_codex":0.00034998034,"about_ca_system_score_gemma":0.00012828325,"threshold_uncertainty_score":0.00897336},"labels":[],"label_agreement":null}]}