{"meta":{"query_hash":"105f457b9ebe","filters":{"venue":"International Journal of Emerging Electric Power Systems"},"cohort_total":35,"direct_labels_cover":0,"predictions_cover":35,"exported":35,"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/105f457b9ebe","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Emerging+Electric+Power+Systems"},"results":[{"id":"W1965019583","doi":"10.2202/1553-779x.1343","title":"A Novel FACTS Based (DDSC) Compensator for Power-Quality Enhancement of L.V. Distribution Feeder with a Dispersed Wind Generator","year":2006,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power System Optimization and Stability","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":"University of New Brunswick","funders":"","keywords":"Transmission system; Electric power system; Transmission (telecommunications); Flexible AC transmission system; Distributed generation; Voltage; Generator (circuit theory); Electric power transmission; Engineering; Computer science; Electronic engineering; Power (physics); Electrical engineering; Renewable energy","score_opus":0.011426150880291464,"score_gpt":0.2502686378801884,"score_spread":0.2388424869998969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965019583","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":[0.19464535,0.0013164337,0.779795,0.000478351,0.00043629808,0.00020385385,0.00028796567,0.0035388325,0.019297918],"genre_scores_gemma":[0.9558494,0.0002311335,0.03858149,0.00008703305,0.00005479493,0.000042436834,0.00010052201,0.000018521396,0.005034722],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993527,0.000009559002,0.000005535535,0.000017931747,0.000026437738,0.0000053344083],"domain_scores_gemma":[0.999933,0.000011592826,0.000015705913,0.000008910485,0.00002398859,0.000006748481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093324015,0.00030160445,0.00029787922,0.00024024537,0.00031724284,0.00032136453,0.00074751634,0.0005013109,0.0022903965],"category_scores_gemma":[0.00016262596,0.00011509371,0.000181819,0.00028206312,0.00013487118,0.0002833912,0.00015510064,0.00033439972,0.0004344381],"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":[0.0011866731,0.0003555973,0.0030293642,0.0008811489,0.0001815394,0.0021946945,0.00022366217,0.12117521,0.36474594,0.013596614,0.010288729,0.4821408],"study_design_scores_gemma":[0.00056853605,0.0017763017,0.0048314,0.000099289144,0.00024743052,0.0028648528,0.000039868988,0.8606096,0.094212085,0.0021372144,0.032559253,0.00005423144],"about_ca_topic_score_codex":0.0010758215,"about_ca_topic_score_gemma":0.0025745316,"teacher_disagreement_score":0.0022903965,"about_ca_system_score_codex":0.00022516651,"about_ca_system_score_gemma":0.00018782553,"threshold_uncertainty_score":0.0076621175},"labels":[],"label_agreement":null},{"id":"W1979760938","doi":"10.2202/1553-779x.2389","title":"A Shunt Power Conditioner Operated by a Simplified Version of the Gauss-Newton Algorithm","year":2010,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power Quality and Harmonics","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","funders":"","keywords":"Harmonics; Control theory (sociology); MATLAB; Computer science; Algorithm; Current (fluid); Electronic engineering; Engineering; Voltage; Electrical engineering","score_opus":0.005334809986127176,"score_gpt":0.23498994913387208,"score_spread":0.2296551391477449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979760938","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":[0.005519513,0.00006533255,0.9894499,0.000044287404,0.00004871856,0.000076059696,0.000038420618,0.0017667224,0.0029908728],"genre_scores_gemma":[0.28884953,0.00024632996,0.6976462,0.0000839433,0.00008672464,0.00027285074,0.00021724658,0.0002564385,0.0123406835],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974257,0.000039371156,0.00001915305,0.00005552763,0.00012946896,0.000013880861],"domain_scores_gemma":[0.99972695,0.0000802695,0.000036513546,0.000043153323,0.00010211951,0.000010998416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002630524,0.0005597584,0.00060639234,0.00036378493,0.000302868,0.00059294107,0.0007995611,0.0005158721,0.006085875],"category_scores_gemma":[0.00086756016,0.0002440694,0.00024532128,0.0002849773,0.00030916877,0.00049414235,0.00026879145,0.00072483264,0.0013308802],"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":[0.0003167739,0.00011699216,0.0010454191,0.00047397325,0.00007920465,0.00022231528,0.00021152526,0.35669342,0.06050443,0.016279347,0.007309685,0.55674696],"study_design_scores_gemma":[0.00004223414,0.00008469789,0.0004419265,0.000009423431,0.000015982841,0.00012038055,0.000008650067,0.97449976,0.0093573015,0.0010122504,0.014392367,0.000015013631],"about_ca_topic_score_codex":0.0045579392,"about_ca_topic_score_gemma":0.0048086504,"teacher_disagreement_score":0.006085875,"about_ca_system_score_codex":0.00034199565,"about_ca_system_score_gemma":0.00093065656,"threshold_uncertainty_score":0.020359278},"labels":[],"label_agreement":null},{"id":"W1980350681","doi":"10.2202/1553-779x.1279","title":"Harmonic Reducing ANN Controller for a SVC Compensating Unbalanced Fluctuating Loads","year":2006,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Smart Grid Energy Management","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 Manitoba","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Fuzzy logic; Harmonics; Static VAR compensator; Computer science; Total harmonic distortion; AC power; Electric power system; Harmonic; Artificial neural network; Computation; Control engineering; Power (physics); Voltage; Engineering; Algorithm; Artificial intelligence; Control (management)","score_opus":0.006691977607030426,"score_gpt":0.22806236685347936,"score_spread":0.22137038924644895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980350681","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":[0.06958559,0.0004835051,0.9048409,0.00021581678,0.0003032336,0.00011420709,0.00008727923,0.002315671,0.022053825],"genre_scores_gemma":[0.93358326,0.0001583144,0.0565696,0.00011873779,0.000054647804,0.00009356224,0.00008534014,0.00003912481,0.00929728],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987924,0.000013748055,0.00000815394,0.000029840043,0.000056235418,0.000012846104],"domain_scores_gemma":[0.99983597,0.000044645625,0.0000196756,0.000010379741,0.00008296846,0.0000063468356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022755722,0.00028662634,0.00023260167,0.00018343337,0.00032601124,0.00041981536,0.0004512278,0.00034761397,0.0023156814],"category_scores_gemma":[0.00040409318,0.00010901775,0.00017080014,0.00011822589,0.00014107855,0.00019198682,0.00013972638,0.0005076608,0.0004438402],"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":[0.00033814157,0.00021722187,0.0014499831,0.00027010374,0.00010825174,0.00033247512,0.00012485762,0.51360065,0.08447509,0.0057984944,0.005364723,0.38791993],"study_design_scores_gemma":[0.000017141483,0.00009377868,0.0004527268,0.000010781612,0.000020752452,0.00004950322,0.000006269558,0.9868657,0.009722482,0.00034237452,0.002409972,0.000008567591],"about_ca_topic_score_codex":0.0036851503,"about_ca_topic_score_gemma":0.006153779,"teacher_disagreement_score":0.0036851503,"about_ca_system_score_codex":0.0003597922,"about_ca_system_score_gemma":0.00028543928,"threshold_uncertainty_score":0.0077466965},"labels":[],"label_agreement":null},{"id":"W1985145756","doi":"10.2202/1553-779x.2149","title":"Bibliography on Power Systems Probabilistic Security Analysis 1968-2008","year":2009,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power System Optimization and Stability","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":"University of Saskatchewan","funders":"","keywords":"Probabilistic logic; Computer science; Transient (computer programming); Electric power system; Bibliography; Security analysis; Stability (learning theory); Power (physics); Computer security; Artificial intelligence; Machine learning; Library science; Physics","score_opus":0.00626147269113488,"score_gpt":0.23876038299019314,"score_spread":0.23249891029905825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985145756","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019127576,0.3865958,0.07936238,0.008512073,0.011102723,0.00012375494,0.0072960434,0.00097053166,0.5041239],"genre_scores_gemma":[0.03804628,0.6712797,0.03714669,0.003704036,0.015063601,0.0002581652,0.011294544,0.00071176613,0.2224952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920565,0.00008668639,0.000084341904,0.00010739126,0.0004863772,0.000029621477],"domain_scores_gemma":[0.998009,0.00083412015,0.00010030468,0.00014576914,0.0008645539,0.00004622584],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0006554523,0.0007841808,0.00070263166,0.006449074,0.00081349915,0.0015050124,0.00063678756,0.0007423787,0.038549814],"category_scores_gemma":[0.003869391,0.00041023837,0.0005202251,0.014927321,0.000630184,0.002029559,0.0007837247,0.0013398239,0.014507526],"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":[0.000037524107,0.000020079826,0.00024002389,0.001711158,0.000037678266,0.00013410517,0.00011807074,0.0068263207,0.0004390351,0.08037621,0.51949775,0.3905619],"study_design_scores_gemma":[0.000004490992,0.000012910697,0.00035614514,0.0010860809,0.00001738113,0.0001834246,0.000019976294,0.00093053264,0.00016060568,0.02993172,0.96728635,0.000010348721],"about_ca_topic_score_codex":0.0031426104,"about_ca_topic_score_gemma":0.0039005508,"teacher_disagreement_score":0.9935509,"about_ca_system_score_codex":0.0018002129,"about_ca_system_score_gemma":0.0016995643,"threshold_uncertainty_score":0.12896198},"labels":[],"label_agreement":null},{"id":"W1996619742","doi":"10.2202/1553-779x.2266","title":"A New Method for Next-Day Price Forecasting for PJM Electricity Market","year":2010,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Energy Load and Power Forecasting","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":"University of Calgary","funders":"","keywords":"Electricity price forecasting; Electricity market; Bidding; Electricity; Econometrics; Order (exchange); Electricity price; Market price; Investment (military); Economics; Computer science; Microeconomics; Engineering; Finance","score_opus":0.01630360500275095,"score_gpt":0.2763741646777082,"score_spread":0.26007055967495724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996619742","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":[0.0077849627,0.00024474695,0.9899458,0.000075316544,0.0001241805,0.00004621468,0.00008797994,0.0005384136,0.0011523255],"genre_scores_gemma":[0.36089104,0.00065411464,0.63278437,0.0000921358,0.00024227622,0.0003111283,0.00050741254,0.00009096986,0.004426427],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993461,0.00011280268,0.00005760128,0.00015429904,0.00028468575,0.00004442969],"domain_scores_gemma":[0.99936646,0.00022692376,0.000058929836,0.000054294094,0.00027133382,0.000021960534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078240095,0.00065823307,0.00081824657,0.0013984632,0.0004341129,0.0007695731,0.0008988484,0.00082491594,0.0015511333],"category_scores_gemma":[0.0026137314,0.00033933658,0.00076020573,0.0012780817,0.0002337339,0.0013243008,0.0004084724,0.0008576952,0.0005599847],"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":[0.00019769219,0.00010583467,0.0036147265,0.00019954659,0.00014407384,0.00022381813,0.0001569917,0.24758671,0.011031329,0.007490227,0.0044075833,0.7248415],"study_design_scores_gemma":[0.000010123191,0.000021209622,0.0007938964,0.0000068339623,0.000012824903,0.00006356181,0.00000977735,0.99478406,0.0013033074,0.0013436102,0.001635824,0.000014957426],"about_ca_topic_score_codex":0.0054474017,"about_ca_topic_score_gemma":0.0043470873,"teacher_disagreement_score":0.0054474017,"about_ca_system_score_codex":0.00045001158,"about_ca_system_score_gemma":0.00058877765,"threshold_uncertainty_score":0.010831356},"labels":[],"label_agreement":null},{"id":"W1997791875","doi":"10.2202/1553-779x.1383","title":"Distributed Generation Communications Utilizing a Real-time FPGA-based Channel Simulator in the ISM Frequency Band","year":2007,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Energy Harvesting in Wireless Networks","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":"Government of Canada; University of New Brunswick","funders":"","keywords":"Computer science; Scalability; Computer network; Electronic engineering; Engineering","score_opus":0.019278951506607602,"score_gpt":0.26966217960282207,"score_spread":0.2503832280962145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997791875","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":[0.5584553,0.00017490004,0.42040274,0.00011831971,0.00011646034,0.00027020264,0.00035965102,0.0035333615,0.016569164],"genre_scores_gemma":[0.9742697,0.000051322724,0.02379251,0.000015250125,0.0000045605616,0.000062426254,0.00007541506,0.0000283847,0.0017005884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989414,0.000027821821,0.000004640434,0.00001619578,0.00004137122,0.00001578093],"domain_scores_gemma":[0.99971837,0.00013419376,0.00003453912,0.00002836016,0.000070385795,0.000014097257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019771857,0.00030803747,0.00019206353,0.0001852314,0.00014919712,0.00032040212,0.00036266737,0.00020444665,0.0018405163],"category_scores_gemma":[0.00040598458,0.000103461105,0.00014615704,0.00012216899,0.00017518643,0.00019140885,0.00011532386,0.00024716358,0.00017177714],"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":[0.00017130999,0.000061850355,0.00217299,0.00007059727,0.000027112157,0.00012787832,0.00005974743,0.95929843,0.013446725,0.001867654,0.00059748825,0.022098305],"study_design_scores_gemma":[0.000025828567,0.00010389891,0.00031493916,0.00000400187,0.000009087559,0.000023849641,0.000008114634,0.99104565,0.00756203,0.0001280179,0.00076987036,0.0000045763895],"about_ca_topic_score_codex":0.0037379498,"about_ca_topic_score_gemma":0.0044741,"teacher_disagreement_score":0.0037379498,"about_ca_system_score_codex":0.0003508016,"about_ca_system_score_gemma":0.00050404354,"threshold_uncertainty_score":0.007432401},"labels":[],"label_agreement":null},{"id":"W2018452049","doi":"10.1515/ijeeps-2013-0018","title":"Robust Global Control Strategies for Improvement of Angular Stability using FACTS and HVDC Devices","year":2013,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power System Optimization and Stability","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 Manitoba","funders":"","keywords":"Swing; Computer science; Electric power system; Grid; Heuristic; Control theory (sociology); Stability (learning theory); Control engineering; Controller (irrigation); Power (physics); Control (management); Engineering; Mathematics","score_opus":0.01744927822770146,"score_gpt":0.24730191673802127,"score_spread":0.2298526385103198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018452049","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":[0.07844478,0.00040971526,0.9119015,0.00010179574,0.00003148977,0.0000490303,0.000032866817,0.00051148416,0.008517424],"genre_scores_gemma":[0.9816036,0.00014098283,0.017286202,0.000020278489,0.000020495505,0.00003729223,0.000017837021,0.000023387078,0.0008498761],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989676,0.00003245904,0.00000681077,0.000024565174,0.000026088785,0.000013253837],"domain_scores_gemma":[0.9997751,0.000094783434,0.000061134015,0.000024842402,0.000033838776,0.000010239286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030808803,0.00080504507,0.0005751295,0.00030097167,0.00017499427,0.0004732966,0.00040328773,0.00020858018,0.0022597052],"category_scores_gemma":[0.00045292854,0.0001511683,0.00028884262,0.00016311687,0.00053038716,0.00048988935,0.000592099,0.00034491814,0.00020567297],"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":[0.0003804842,0.00008277169,0.00033620826,0.00025250044,0.00010555559,0.0001634813,0.00010324382,0.81712025,0.056385376,0.023316678,0.0009489509,0.10080447],"study_design_scores_gemma":[0.00007673343,0.00058717106,0.0004097952,0.000019737205,0.000047357076,0.0000466102,0.000029767805,0.98241985,0.0074195834,0.0074273823,0.0015006786,0.00001533239],"about_ca_topic_score_codex":0.000523926,"about_ca_topic_score_gemma":0.00066380773,"teacher_disagreement_score":0.0022597052,"about_ca_system_score_codex":0.00017206222,"about_ca_system_score_gemma":0.00013039139,"threshold_uncertainty_score":0.0075594783},"labels":[],"label_agreement":null},{"id":"W2024486074","doi":"10.2202/1553-779x.1255","title":"Radial System Reconfiguration to Minimize Operating Costs in Markets","year":2007,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Electric Power System Optimization","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 New Brunswick","funders":"","keywords":"AC power; Clearing; Market clearing; Electric power system; Control reconfiguration; Reliability engineering; Power (physics); Computer science; Business; Voltage; Electrical engineering; Economics; Engineering; Finance; Microeconomics; Embedded system","score_opus":0.005134573617110478,"score_gpt":0.23490431849846954,"score_spread":0.22976974488135907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024486074","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":[0.1229187,0.00035400153,0.8659717,0.00014362154,0.000026350057,0.00007676173,0.000031014395,0.00073756825,0.009740332],"genre_scores_gemma":[0.9104831,0.00010499592,0.08715416,0.000021559805,0.0000294277,0.00005408516,0.00002393409,0.00006467766,0.0020640455],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963117,0.00016079519,0.000014714552,0.00004568607,0.00010427072,0.00004346779],"domain_scores_gemma":[0.9995177,0.0002055633,0.000106986794,0.00007040751,0.00007737001,0.00002203683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004997003,0.0005361885,0.0005950196,0.0004994272,0.00029332138,0.00063619483,0.00081165246,0.00048327915,0.0017258675],"category_scores_gemma":[0.001366058,0.00021533937,0.00018992755,0.00049683044,0.00024768233,0.00089353713,0.00035369207,0.00031257828,0.00026027104],"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":[0.00021351366,0.00012434914,0.0005959454,0.00009758294,0.000035532466,0.00015581907,0.00010502802,0.7681202,0.019305998,0.016496906,0.0016880514,0.19306101],"study_design_scores_gemma":[0.000023512006,0.000108210734,0.00030585658,0.000004321796,0.000011102748,0.00013096546,0.000022423847,0.99007577,0.0044737975,0.0034584182,0.0013775891,0.000007935821],"about_ca_topic_score_codex":0.00056169793,"about_ca_topic_score_gemma":0.001105277,"teacher_disagreement_score":0.0017258675,"about_ca_system_score_codex":0.00047836726,"about_ca_system_score_gemma":0.00028071474,"threshold_uncertainty_score":0.0057736635},"labels":[],"label_agreement":null},{"id":"W2036546055","doi":"10.2202/1553-779x.2033","title":"A Mathematical Model and Performance Evaluation for a Single-Stage Grid-Connected Photovoltaic (PV) System","year":2008,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Microgrid Control and Optimization","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":"Western University","funders":"","keywords":"Photovoltaic system; Control theory (sociology); Controller (irrigation); Grid; Compensation (psychology); Control system; Computer science; Voltage; Engineering; Control engineering; Control (management); Electrical engineering","score_opus":0.018682616687946067,"score_gpt":0.23057798851373318,"score_spread":0.2118953718257871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036546055","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":[0.045816377,0.0009407027,0.9050262,0.000545692,0.00009834847,0.0001718432,0.00033258682,0.0005480491,0.0465202],"genre_scores_gemma":[0.95340616,0.0011080484,0.033527646,0.00006880997,0.00004510121,0.00030936522,0.00021369164,0.00007605936,0.011245155],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999835,0.000039784754,0.000008477396,0.000025788859,0.00007452638,0.000016407552],"domain_scores_gemma":[0.9997694,0.00010465088,0.000037705766,0.000016554148,0.0000632744,0.000008490301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000359532,0.0006627401,0.00068245345,0.00040425904,0.0005487841,0.0010749936,0.00094501115,0.0010768372,0.004335193],"category_scores_gemma":[0.0008755223,0.00030213976,0.00067654304,0.00047329927,0.00048173653,0.00090249826,0.0004730034,0.00091320823,0.00079874595],"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":[0.00002284752,0.000020336709,0.00019184768,0.00010362818,0.000009741797,0.00012261658,0.000049448303,0.98038197,0.0026260796,0.011048914,0.00043083908,0.0049917474],"study_design_scores_gemma":[0.0000056865633,0.000026855723,0.00007928425,0.000005693927,0.0000052997466,0.00002410557,0.000008410986,0.9980379,0.00027241604,0.0010214245,0.0005094841,0.0000035129312],"about_ca_topic_score_codex":0.0056851497,"about_ca_topic_score_gemma":0.0038983966,"teacher_disagreement_score":0.0056851497,"about_ca_system_score_codex":0.00079299125,"about_ca_system_score_gemma":0.0008465548,"threshold_uncertainty_score":0.014502645},"labels":[],"label_agreement":null},{"id":"W2037034085","doi":"10.2202/1553-779x.1607","title":"Damping of Inter-Area Oscillation in Power Systems by Static Var Compensator (SVC) Using PMU-Acquired Remote Bus Voltage Angles","year":2007,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power System Optimization and Stability","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":"Western University","funders":"","keywords":"Phasor; Static VAR compensator; Electric power system; Control theory (sociology); Robustness (evolution); Voltage; SIGNAL (programming language); Transmission (telecommunications); AC power; Computer science; Electronic engineering; Engineering; Power (physics); Electrical engineering; Control (management)","score_opus":0.014228498662894495,"score_gpt":0.26206561628137964,"score_spread":0.24783711761848515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037034085","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":[0.37559664,0.0004755753,0.6209831,0.00007251557,0.00004314562,0.00002394564,0.000014978569,0.0004768092,0.002313294],"genre_scores_gemma":[0.990767,0.000095489784,0.008804998,0.000006595975,0.000014462451,0.000005107845,0.000008471038,0.000008052123,0.0002898292],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999137,0.000013762053,0.0000048719594,0.00002036953,0.00004092838,0.000006381452],"domain_scores_gemma":[0.9998661,0.000053938926,0.000035946323,0.00001696817,0.000021686337,0.000005296892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014176859,0.00029821252,0.00019553519,0.00011553774,0.000094395706,0.00018789449,0.00020946686,0.0001640648,0.0004196947],"category_scores_gemma":[0.0005361361,0.00006413849,0.00010443189,0.000115444345,0.0001768645,0.00024500946,0.0001431588,0.00024503516,0.000056732464],"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":[0.0004556801,0.0001297094,0.0034941474,0.00023793122,0.000088526955,0.00026926992,0.00018088611,0.2773611,0.34441677,0.0055968906,0.00051520194,0.3672539],"study_design_scores_gemma":[0.000069217545,0.00076814555,0.004184027,0.000019293819,0.000054163513,0.00025478884,0.00003071961,0.94591504,0.04441926,0.0021413057,0.0021293573,0.000014794128],"about_ca_topic_score_codex":0.0003638994,"about_ca_topic_score_gemma":0.00052657444,"teacher_disagreement_score":0.0004196947,"about_ca_system_score_codex":0.000080491955,"about_ca_system_score_gemma":0.00009061539,"threshold_uncertainty_score":0.001404047},"labels":[],"label_agreement":null},{"id":"W2037686132","doi":"10.1515/ijeeps-2012-0042","title":"A Decentralized Multivariable Robust Adaptive Voltage and Speed Regulator for Large-Scale Power Systems","year":2013,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power System Optimization and Stability","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":"École de Technologie Supérieure; Royal Military College of Canada","funders":"","keywords":"Control theory (sociology); Multivariable calculus; Electric power system; Nonlinear system; Adaptive control; Controller (irrigation); Computer science; Control engineering; Engineering; Power (physics); Control (management)","score_opus":0.009664625506074246,"score_gpt":0.226602342243327,"score_spread":0.21693771673725276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037686132","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":[0.010153834,0.00016844134,0.9865463,0.0000944901,0.000053553347,0.00003176588,0.0000122312795,0.00044329825,0.0024961105],"genre_scores_gemma":[0.9208388,0.0002000515,0.074690044,0.00008120856,0.00010411863,0.00013402774,0.000046867866,0.000033761422,0.0038712022],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995759,0.000116313204,0.000013245023,0.000090833775,0.00017426045,0.000029458293],"domain_scores_gemma":[0.99975055,0.000088501285,0.000044410554,0.000024157991,0.00008333367,0.000009058676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053039804,0.00033820132,0.00049894425,0.00015724872,0.00025326284,0.00042247062,0.0006939873,0.0004227744,0.001627229],"category_scores_gemma":[0.0007402763,0.00014354169,0.00029590912,0.00020244402,0.00026646568,0.00029174393,0.00038277326,0.00056238845,0.000286543],"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":[0.00009223609,0.00012504167,0.00047857506,0.00020554774,0.00008878925,0.00024842998,0.0001091406,0.7520852,0.0678411,0.029828148,0.002963688,0.1459341],"study_design_scores_gemma":[0.000012223842,0.0000940285,0.00009930319,0.000002645629,0.000005952103,0.000017802791,0.0000038947423,0.99613756,0.0013708526,0.0008606512,0.0013911921,0.00000384729],"about_ca_topic_score_codex":0.0010652558,"about_ca_topic_score_gemma":0.0012345874,"teacher_disagreement_score":0.001627229,"about_ca_system_score_codex":0.00026765093,"about_ca_system_score_gemma":0.00042603322,"threshold_uncertainty_score":0.0054436326},"labels":[],"label_agreement":null},{"id":"W2043096619","doi":"10.2202/1553-779x.1514","title":"A Novel Modulated Power Filter Compensator for Distribution Networks with Distributed Wind Energy","year":2007,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Microgrid Control and Optimization","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 New Brunswick","funders":"","keywords":"Wind power; Renewable energy; Controller (irrigation); Computer science; Filter (signal processing); Power (physics); Distributed generation; Wind speed; Control theory (sociology); Automotive engineering; Engineering; Electrical engineering; Control (management); Meteorology; Physics","score_opus":0.004296549304610852,"score_gpt":0.20052677689882628,"score_spread":0.19623022759421543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043096619","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05511831,0.0013011971,0.9293285,0.00030875002,0.00039254397,0.00016170935,0.00015476483,0.0029156525,0.010318561],"genre_scores_gemma":[0.9016623,0.00047872277,0.08901103,0.00019696458,0.00016416972,0.000102046375,0.0001285979,0.000053356845,0.00820282],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999902,0.000014985881,0.0000063105817,0.000022357599,0.00004634666,0.000007912858],"domain_scores_gemma":[0.9999267,0.000016882,0.000014668959,0.000008945627,0.000028199003,0.0000045135657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012527048,0.0003846001,0.00030304535,0.00021248743,0.00033819894,0.0003911296,0.000712279,0.0005721882,0.0032858066],"category_scores_gemma":[0.00030836393,0.000102436316,0.00017231639,0.00026257432,0.00012355423,0.00038915937,0.000121473764,0.00040025532,0.0006657645],"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":[0.0007412614,0.00018236542,0.0009342966,0.00055766467,0.00011743087,0.0006840898,0.00020009525,0.049494818,0.33028817,0.016665993,0.008599193,0.59153473],"study_design_scores_gemma":[0.0004348562,0.0011617738,0.0019165284,0.00009916241,0.00019922537,0.0015230344,0.000025884669,0.8418247,0.09521381,0.0038201073,0.053730957,0.000049937946],"about_ca_topic_score_codex":0.0008814369,"about_ca_topic_score_gemma":0.0019060622,"teacher_disagreement_score":0.0032858066,"about_ca_system_score_codex":0.00028714276,"about_ca_system_score_gemma":0.00020236045,"threshold_uncertainty_score":0.01099211},"labels":[],"label_agreement":null},{"id":"W2053661420","doi":"10.2202/1553-779x.1346","title":"Bibliographic Review of FACTS and HVDC Applications in Wind Power Systems","year":2006,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"HVDC Systems and Fault Protection","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":"Western University","funders":"","keywords":"Wind power; Renewable energy; Transmission system; Electric power system; Computer science; Transmission (telecommunications); Electricity generation; Power (physics); Electrical engineering; Engineering; Systems engineering; Telecommunications","score_opus":0.005122060021446886,"score_gpt":0.2368379815451989,"score_spread":0.231715921523752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053661420","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017198559,0.94607705,0.0021053103,0.0012947621,0.00338491,0.000060943432,0.0018344334,0.00017448643,0.043348365],"genre_scores_gemma":[0.0049268855,0.97921276,0.0015681384,0.00044772698,0.0012234994,0.00004248638,0.0012899402,0.000029268855,0.011259398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995055,0.00005535301,0.00010204695,0.000052416475,0.0002607456,0.00002401564],"domain_scores_gemma":[0.9981401,0.00057367736,0.00020603507,0.000054538752,0.0009702485,0.000055326975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037826033,0.00064479513,0.0010913615,0.011365662,0.0006795974,0.0015899636,0.0005130307,0.0005766274,0.01947863],"category_scores_gemma":[0.0021873584,0.0002650518,0.00040750048,0.02704203,0.00021556906,0.0012215024,0.00040009146,0.0005094444,0.006026057],"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":[0.00011106934,0.00005382202,0.00094685575,0.032116752,0.00010604195,0.0004598468,0.00018052314,0.0012359271,0.001607586,0.00431001,0.25046664,0.7084049],"study_design_scores_gemma":[0.000006766709,0.000035932735,0.0028461334,0.0054449877,0.00013601346,0.00048951706,0.00008758405,0.00024812346,0.0004004924,0.000936309,0.98935133,0.000016772894],"about_ca_topic_score_codex":0.0059592156,"about_ca_topic_score_gemma":0.01091309,"teacher_disagreement_score":0.01947863,"about_ca_system_score_codex":0.0007414207,"about_ca_system_score_gemma":0.0023923717,"threshold_uncertainty_score":0.06516248},"labels":[],"label_agreement":null},{"id":"W2062546879","doi":"10.2202/1553-779x.2308","title":"Three-Phase and Single-Phase p-q Theories Applied to Three-Phase Shunt Active Power Filter under Different Operating Conditions: A Comparative Evaluation","year":2010,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power Quality and Harmonics","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; Western University","funders":"","keywords":"Harmonics; Shunt (medical); Three-phase; Voltage; Control theory (sociology); AC power; Power (physics); Electronic engineering; Mathematics; Computer science; Engineering; Electrical engineering; Physics; Quantum mechanics","score_opus":0.04404644379143189,"score_gpt":0.3535550023950182,"score_spread":0.3095085586035863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062546879","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":[0.19591701,0.00420534,0.7828463,0.00017482282,0.00014962818,0.000158918,0.00009260116,0.0015674686,0.014887935],"genre_scores_gemma":[0.9143815,0.0021897007,0.08087651,0.00003459553,0.00005567359,0.000066068016,0.000112494214,0.000100950005,0.0021825726],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867094,0.00035533274,0.000059668168,0.000105836756,0.0007543428,0.00005393208],"domain_scores_gemma":[0.99816704,0.00093504635,0.00012235278,0.00016630316,0.00057220634,0.000037071317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010947061,0.0005819849,0.0007420085,0.0016691881,0.00038384777,0.00071494625,0.00090764783,0.000947703,0.0029479812],"category_scores_gemma":[0.002185385,0.00019638588,0.0007406033,0.0009889879,0.00046729707,0.0012993223,0.00029299103,0.0003825327,0.00068729906],"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":[0.0014272431,0.00035991395,0.0066969977,0.002108818,0.00027258095,0.0005706792,0.0007677973,0.14481612,0.10682083,0.021241762,0.0018153408,0.7131019],"study_design_scores_gemma":[0.00019468201,0.002810958,0.007515709,0.00015797313,0.0003776443,0.0012613151,0.0005151922,0.7877441,0.17277499,0.008632064,0.017910987,0.000104500636],"about_ca_topic_score_codex":0.0011351261,"about_ca_topic_score_gemma":0.0011737708,"teacher_disagreement_score":0.0029479812,"about_ca_system_score_codex":0.0005794278,"about_ca_system_score_gemma":0.0004151519,"threshold_uncertainty_score":0.009862006},"labels":[],"label_agreement":null},{"id":"W2065230844","doi":"10.2202/1553-779x.1342","title":"Novel STATCOM Controllers for Voltage Stabilization of Stand Alone Hybrid (Wind/Small Hydro) Schemes","year":2006,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":23,"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; McGill University","funders":"","keywords":"Control theory (sociology); Wind power; AC power; Controller (irrigation); Induction generator; Voltage controller; Voltage; Electric power system; Permanent magnet synchronous generator; Computer science; Engineering; Voltage source; Power (physics); Voltage droop; Electrical engineering; Control (management)","score_opus":0.009177670711802815,"score_gpt":0.22736214220068204,"score_spread":0.21818447148887923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065230844","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":[0.08411347,0.0005062364,0.90380466,0.00013043088,0.00019694533,0.00008185863,0.00006410199,0.0017782641,0.009323952],"genre_scores_gemma":[0.97622085,0.00013652697,0.02121841,0.000054161446,0.000044503242,0.000050004564,0.000049252467,0.000022909091,0.0022033842],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999033,0.000011936014,0.000008432633,0.000015839545,0.00005159563,0.000008860893],"domain_scores_gemma":[0.9998487,0.00004414213,0.000026594631,0.000016463307,0.000054864035,0.0000091855045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001643554,0.00035972326,0.00021006408,0.00021382229,0.00019809256,0.00046356238,0.00048647606,0.0002820779,0.0020551984],"category_scores_gemma":[0.00032689483,0.00009849083,0.00014521851,0.00012776174,0.00022457392,0.00029809002,0.00022388186,0.00049029995,0.00030018963],"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":[0.0007167565,0.00026041895,0.001780576,0.0004805348,0.00013459829,0.00056805916,0.00031138535,0.31947142,0.19117555,0.05081468,0.0055285515,0.42875746],"study_design_scores_gemma":[0.00015149586,0.00037352648,0.0007930279,0.000022015363,0.000043824217,0.00017647927,0.000023740804,0.9416593,0.04385519,0.003973327,0.008911568,0.000016607786],"about_ca_topic_score_codex":0.00043357653,"about_ca_topic_score_gemma":0.001066093,"teacher_disagreement_score":0.0020551984,"about_ca_system_score_codex":0.00018623234,"about_ca_system_score_gemma":0.00014589276,"threshold_uncertainty_score":0.006875336},"labels":[],"label_agreement":null},{"id":"W2078302367","doi":"10.2202/1553-779x.1504","title":"A Test on Probabilistic Reliability Evaluation of the Korea Power System","year":2007,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power System Reliability and Maintenance","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 Saskatchewan","funders":"","keywords":"Blackout; Reliability engineering; Reliability (semiconductor); Probabilistic logic; Electric power system; Transmission system; Electric power transmission; Computer science; Electricity; Transmission (telecommunications); Power transmission; Grid; Electricity market; Sensitivity (control systems); Engineering; Power (physics); Telecommunications; Electrical engineering; Electronic engineering","score_opus":0.010309612817407653,"score_gpt":0.2512283558482052,"score_spread":0.24091874303079752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078302367","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":[0.8200855,0.00018748306,0.15357016,0.00031409768,0.00006160035,0.00022033422,0.0012010942,0.0012071271,0.023152666],"genre_scores_gemma":[0.98832345,0.00002857871,0.010593994,0.00002261189,0.0000044414846,0.000051648385,0.00035191927,0.000044229477,0.0005790535],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99710125,0.0014330259,0.00019677752,0.00027918236,0.0007967248,0.00019310754],"domain_scores_gemma":[0.98965734,0.0062766243,0.0005235478,0.0015984799,0.0018103193,0.00013365221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043467754,0.0005173158,0.0002312406,0.0009750122,0.00027629617,0.00044538907,0.00071466016,0.00043548626,0.003854175],"category_scores_gemma":[0.018149907,0.0002019241,0.0006487893,0.0007113141,0.00044236353,0.0010800831,0.0006772336,0.00044249193,0.0004457847],"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":[0.0019716292,0.00049335684,0.036045276,0.00029967728,0.0002996017,0.00053652574,0.00037724382,0.7225875,0.03996793,0.036379922,0.0039905068,0.15705076],"study_design_scores_gemma":[0.000092090086,0.0024765842,0.023185473,0.00004663597,0.00007443237,0.00043855485,0.00015852289,0.9351079,0.027044386,0.007572404,0.0037413426,0.00006171037],"about_ca_topic_score_codex":0.0019436125,"about_ca_topic_score_gemma":0.0012669312,"teacher_disagreement_score":0.0043467754,"about_ca_system_score_codex":0.00053234346,"about_ca_system_score_gemma":0.0005734305,"threshold_uncertainty_score":0.0229882},"labels":[],"label_agreement":null},{"id":"W2088428165","doi":"10.2202/1553-779x.1175","title":"Methods for Characterizing Flicker and its Applications","year":2005,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power Quality and Harmonics","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":"Flicker; Power quality; Harmonic; Computer science; Frequency domain; Harmonics; Wavelet transform; Power (physics); Electronic engineering; Spectral density; Wavelet; Fourier transform; Signal processing; Mathematics; Artificial intelligence; Telecommunications; Digital signal processing; Engineering; Acoustics; Electrical engineering; Voltage; Physics; Computer vision","score_opus":0.024067312496959738,"score_gpt":0.3459064297751684,"score_spread":0.32183911727820863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088428165","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014780815,0.0020934024,0.9936899,0.0000936833,0.00008255311,0.000057401252,0.00007103788,0.00053695386,0.0018968319],"genre_scores_gemma":[0.12807608,0.008581192,0.8517282,0.00021097627,0.00033627276,0.0003332644,0.00052197115,0.00032177157,0.009890207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988111,0.00023542193,0.000069512455,0.00024740596,0.0005807338,0.000055854827],"domain_scores_gemma":[0.9985304,0.0005615187,0.00015304291,0.00019832877,0.000516447,0.000040193725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012395232,0.0011248254,0.0010102108,0.002740509,0.00051754224,0.0012103111,0.0012428546,0.0015090687,0.0048120194],"category_scores_gemma":[0.004501144,0.00041827263,0.0006973944,0.003029959,0.0007311615,0.0014895259,0.0009990061,0.0010546563,0.0031016367],"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":[0.00013012943,0.00007255479,0.001245983,0.00068332924,0.000074811105,0.00015660569,0.00021593476,0.030022815,0.037594475,0.029355101,0.004857687,0.89559054],"study_design_scores_gemma":[0.00006157307,0.00021873311,0.005047889,0.00030284256,0.00014813808,0.0015925964,0.00037558883,0.744518,0.054371223,0.088902645,0.104274586,0.00018622064],"about_ca_topic_score_codex":0.001613781,"about_ca_topic_score_gemma":0.0011377692,"teacher_disagreement_score":0.0048120194,"about_ca_system_score_codex":0.0003859661,"about_ca_system_score_gemma":0.0005127166,"threshold_uncertainty_score":0.016097844},"labels":[],"label_agreement":null},{"id":"W2089687782","doi":"10.2202/1553-779x.1079","title":"Distribution Control Centre: Software Integration","year":2006,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power Systems and 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":"Western University","funders":"","keywords":"System integration; Software; Computer science; Vendor; Automation; Plug-in; Software development; Control (management); Software system; Software engineering; Systems engineering; Embedded system; Engineering; Operating system; Artificial intelligence","score_opus":0.0032405013213326755,"score_gpt":0.19653426758291545,"score_spread":0.1932937662615828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089687782","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015786339,0.00037917422,0.9450924,0.00034772657,0.00010570821,0.0003231594,0.00005010776,0.010785832,0.027129527],"genre_scores_gemma":[0.5453048,0.0007112779,0.4204965,0.0005211009,0.000207321,0.00039952356,0.0007373994,0.0011740446,0.030448088],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979352,0.00033893713,0.000105884115,0.00033982555,0.0011131001,0.00016704776],"domain_scores_gemma":[0.9990545,0.00015307011,0.000085123,0.00022507638,0.00039416263,0.00008802072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008995561,0.00073839334,0.0005317841,0.000899422,0.00047354458,0.0021707895,0.001791148,0.00091948005,0.003900684],"category_scores_gemma":[0.0022651495,0.0003571015,0.00038874923,0.0007838495,0.00043133824,0.0014882173,0.0014574496,0.0011382045,0.0030100257],"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":[0.00026821627,0.0006205762,0.0030717836,0.00039753257,0.00015180257,0.0007374918,0.00074055477,0.038030207,0.060528483,0.055639673,0.017272277,0.8225414],"study_design_scores_gemma":[0.0002896876,0.00089650566,0.0049320725,0.00025966583,0.00024106925,0.0015394804,0.00024369259,0.54170215,0.07894603,0.020005092,0.35075742,0.00018715323],"about_ca_topic_score_codex":0.0036190504,"about_ca_topic_score_gemma":0.0014499195,"teacher_disagreement_score":0.003900684,"about_ca_system_score_codex":0.00072440313,"about_ca_system_score_gemma":0.001446248,"threshold_uncertainty_score":0.013049066},"labels":[],"label_agreement":null},{"id":"W2090644752","doi":"10.2202/1553-779x.1558","title":"Automatic Gain Controller for Variable Speed Wind Turbines","year":2008,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Wind Turbine Control Systems","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":"McGill University","funders":"","keywords":"Control theory (sociology); Controller (irrigation); Transient (computer programming); Wind power; AC power; Electric power system; Transient voltage suppressor; Engineering; Transient response; Voltage; Computer science; Control engineering; Power (physics); Control (management); Electrical engineering","score_opus":0.009852411222917185,"score_gpt":0.22757476616565528,"score_spread":0.2177223549427381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090644752","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":[0.037954442,0.0006777822,0.9461427,0.00010254229,0.00029723422,0.00007032837,0.000050424944,0.0025576479,0.012146932],"genre_scores_gemma":[0.95662516,0.0002001604,0.03755738,0.00006449698,0.00006786761,0.000089227986,0.000056114506,0.000036816058,0.00530281],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998018,0.000021068317,0.000010465202,0.000035103232,0.00011649769,0.000015143771],"domain_scores_gemma":[0.9997949,0.00006998375,0.000026095284,0.000020065732,0.00008268962,0.0000061950473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001602068,0.00031299485,0.00021274247,0.00016986998,0.00022162253,0.00045107797,0.0005036221,0.00039043615,0.0021288362],"category_scores_gemma":[0.0005644017,0.000101442674,0.00015798124,0.00012834516,0.00018497583,0.00027253138,0.00018519962,0.0005222666,0.0005330754],"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":[0.0004825595,0.00019815036,0.0008951777,0.00047364723,0.00007848222,0.0005645064,0.0002063234,0.23679298,0.2126689,0.027586026,0.0070131123,0.5130402],"study_design_scores_gemma":[0.00011451391,0.00043136146,0.0008024612,0.000023342163,0.000025816607,0.0002920461,0.000014228705,0.9536651,0.025200631,0.0043407977,0.015062444,0.000027298734],"about_ca_topic_score_codex":0.0009879599,"about_ca_topic_score_gemma":0.0012712466,"teacher_disagreement_score":0.0021288362,"about_ca_system_score_codex":0.00018711876,"about_ca_system_score_gemma":0.00023223004,"threshold_uncertainty_score":0.007121682},"labels":[],"label_agreement":null},{"id":"W2148537030","doi":"10.2202/1553-779x.1000","title":"Transmission Congestion Management and Pricing in Simple Auction Electricity Markets","year":2004,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Electric Power System Optimization","field":"Engineering","cited_by":23,"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 Waterloo","funders":"","keywords":"Bidding; Computer science; Electricity; Transmission (telecommunications); Electricity market; Mathematical optimization; Voltage; Demand response; Demand side; Transmission system; Economics; Microeconomics; Telecommunications; Electrical engineering; Engineering; Mathematics","score_opus":0.00422322843277039,"score_gpt":0.21668018837759023,"score_spread":0.21245695994481983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148537030","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":[0.10679894,0.00011135366,0.89060515,0.00008252554,0.000037884656,0.00009413052,0.000021069282,0.00023709884,0.002011877],"genre_scores_gemma":[0.9167083,0.00005755694,0.08189147,0.000020833699,0.000034667788,0.0000516319,0.000016986496,0.000037731395,0.0011809021],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987664,0.0005860281,0.00004409115,0.00012373383,0.00036234703,0.00011746836],"domain_scores_gemma":[0.9984825,0.0008215489,0.0002820694,0.00015381663,0.00019448157,0.000065535736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021169148,0.00050971616,0.001226761,0.000632205,0.00044156556,0.0013822359,0.0015670871,0.00057958823,0.0011347785],"category_scores_gemma":[0.004442861,0.0004214495,0.00059951213,0.000652291,0.0009637089,0.002362509,0.00079291186,0.00075413426,0.00010319675],"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":[0.0001501593,0.00013129141,0.0010053869,0.00005241686,0.0000695355,0.0001697942,0.00007928837,0.92277855,0.003276062,0.035472415,0.00037702065,0.03643813],"study_design_scores_gemma":[0.000013945453,0.000019406763,0.00012457666,7.013428e-7,0.0000043765335,0.000016850006,0.0000048294633,0.9947477,0.00033372195,0.004635814,0.00009385819,0.000004122882],"about_ca_topic_score_codex":0.00237939,"about_ca_topic_score_gemma":0.0016974839,"teacher_disagreement_score":0.00237939,"about_ca_system_score_codex":0.0006443009,"about_ca_system_score_gemma":0.00089184835,"threshold_uncertainty_score":0.011195481},"labels":[],"label_agreement":null},{"id":"W2318154734","doi":"10.2202/1553-779x.2599","title":"A Real Time Power System Harmonic Estimator Considering Fundamental Frequency Variations","year":2010,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power Quality and Harmonics","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":"Western University","funders":"","keywords":"Harmonics; Harmonic; Fundamental frequency; Fast Fourier transform; Estimator; Algorithm; Interpolation (computer graphics); Computer science; Harmonic analysis; Computation; Mathematics; Digital signal processing; Electronic engineering; Acoustics; Engineering; Telecommunications","score_opus":0.010318532482695049,"score_gpt":0.2505616904110946,"score_spread":0.24024315792839956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318154734","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":[0.0043061995,0.00011980389,0.9948161,0.0000141042965,0.000027554104,0.000017173237,0.000018464263,0.00031891264,0.0003616188],"genre_scores_gemma":[0.26763493,0.00049729575,0.7286352,0.000042118634,0.00010482522,0.00009954702,0.00017620136,0.000073147705,0.0027366807],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996816,0.000045300887,0.000017272707,0.00007559403,0.00016328154,0.000017028806],"domain_scores_gemma":[0.99966455,0.00010033787,0.000057226276,0.000039606002,0.00012815396,0.000010189392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041097295,0.00041610797,0.00066312356,0.00062579,0.00019776911,0.0005628255,0.0005227515,0.00045678613,0.0009397984],"category_scores_gemma":[0.0010957781,0.00023676344,0.0002952683,0.00053951616,0.00016678775,0.0008339782,0.00030507336,0.0005919351,0.00046243297],"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":[0.00017183786,0.00008031168,0.002109759,0.00025271132,0.0001012088,0.000110343186,0.00012063238,0.07195606,0.11996325,0.005466616,0.0018824397,0.7977848],"study_design_scores_gemma":[0.000030482011,0.00018585337,0.0028158717,0.00001886249,0.000049011785,0.0003694229,0.00002067603,0.9502771,0.036886156,0.0011222201,0.008185476,0.000038892318],"about_ca_topic_score_codex":0.00088563026,"about_ca_topic_score_gemma":0.0012224294,"teacher_disagreement_score":0.0009397984,"about_ca_system_score_codex":0.00020219208,"about_ca_system_score_gemma":0.00036691752,"threshold_uncertainty_score":0.0031439066},"labels":[],"label_agreement":null},{"id":"W2324092737","doi":"10.1515/1553-779x.2960","title":"ANN - SQP Approach For NOx Emission Reduction In Coal Fired Boilers","year":2012,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Advanced Algorithms and Applications","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":"BC Hydro (Canada)","funders":"","keywords":"NOx; Flue gas; Combustion; Boiler (water heating); Coal; Pulverized coal-fired boiler; Sequential quadratic programming; Engineering; Flue; Environmental science; Waste management; Process engineering; Mathematics; Quadratic programming; Mathematical optimization; Chemistry","score_opus":0.011807074382560779,"score_gpt":0.26815757682648833,"score_spread":0.25635050244392754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324092737","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":[0.16122495,0.000511657,0.8294419,0.00023954501,0.00006283589,0.00008718718,0.00008984669,0.00055552763,0.0077865175],"genre_scores_gemma":[0.95858574,0.000104506966,0.039160077,0.000040085517,0.000014492933,0.00008204316,0.00006992232,0.000030763666,0.0019122318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978834,0.0000845643,0.0000098026385,0.000036024037,0.000054546144,0.000026682752],"domain_scores_gemma":[0.9995747,0.0002581818,0.000030350207,0.000014706875,0.0001108753,0.000011208286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086516206,0.0006327345,0.00075609196,0.00029632557,0.0002812079,0.0004800146,0.0006778254,0.0006700883,0.0014697612],"category_scores_gemma":[0.0011276922,0.0003959,0.00045084278,0.00031395958,0.0003091319,0.00037083015,0.00033355405,0.0006351643,0.00015318113],"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":[0.000013017127,0.000011758995,0.00014470993,0.000015170134,0.000009441835,0.00001349351,0.000004669757,0.9946538,0.00028295806,0.00026966105,0.000047599824,0.004533746],"study_design_scores_gemma":[0.0000010833903,0.000004437585,0.000024944986,6.7893757e-7,9.703737e-7,9.71116e-7,7.428294e-7,0.99977046,0.000074602205,0.00010156712,0.000019047533,3.8897485e-7],"about_ca_topic_score_codex":0.009345863,"about_ca_topic_score_gemma":0.007035071,"teacher_disagreement_score":0.009345863,"about_ca_system_score_codex":0.0006751669,"about_ca_system_score_gemma":0.00075395464,"threshold_uncertainty_score":0.01858294},"labels":[],"label_agreement":null},{"id":"W2331454850","doi":"10.1515/1553-779x.2772","title":"The Evolution for Voltage and Reactive Power Control in Smart Distribution Systems","year":2012,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Optimal Power Flow Distribution","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":"Hydro One (Canada); University of Waterloo","funders":"","keywords":"Smart grid; AC power; Distributed generation; Scheme (mathematics); Voltage; Voltage regulation; Computer science; Electric power system; Grid; Control (management); Control engineering; Distribution grid; Power control; Voltage optimisation; Engineering; Power (physics); Electronic engineering; Control theory (sociology); Electrical engineering; Renewable energy","score_opus":0.004707055012996785,"score_gpt":0.2283363993062809,"score_spread":0.22362934429328413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331454850","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":[0.076833345,0.0009811101,0.91074556,0.0005872794,0.00010433794,0.000025011937,0.000012117855,0.00018815303,0.010523001],"genre_scores_gemma":[0.9685496,0.0004112272,0.02903355,0.00005689553,0.000048713337,0.000015431648,0.000011330527,0.000009116968,0.0018641462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997031,0.00009954788,0.000015400194,0.000059950235,0.00010292545,0.000019083958],"domain_scores_gemma":[0.9997106,0.000117550924,0.00004271162,0.000055748067,0.000057334237,0.000016080297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053362345,0.00015518452,0.00015994853,0.00013278858,0.00014801831,0.0005928989,0.00029695823,0.00039459686,0.00063839054],"category_scores_gemma":[0.0009724453,0.000080717706,0.0001443705,0.0001465053,0.0005196027,0.0011610073,0.00029163074,0.00060073676,0.00009712355],"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":[0.00018754021,0.000083868974,0.0014995807,0.00013659614,0.00003975815,0.00019488538,0.00036027987,0.29468113,0.040121984,0.40377557,0.0012102607,0.2577086],"study_design_scores_gemma":[0.000031903197,0.0001773916,0.00084007543,0.00002022643,0.000020033287,0.00013583172,0.000043854856,0.9018365,0.008939089,0.07690313,0.011037355,0.00001460625],"about_ca_topic_score_codex":0.0005627614,"about_ca_topic_score_gemma":0.00042513336,"teacher_disagreement_score":0.00063839054,"about_ca_system_score_codex":0.00030082563,"about_ca_system_score_gemma":0.00020627493,"threshold_uncertainty_score":0.002822101},"labels":[],"label_agreement":null},{"id":"W2519295435","doi":"10.1515/ijeeps-2015-0129","title":"A Mathematical Model to Predict Voltage Fluctuations in a Distribution System with Renewable Energy Sources","year":2015,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Microgrid Control and Optimization","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 Alberta; Toronto Metropolitan University","funders":"","keywords":"Computer science; Mathematical model; Mathematical software; Voltage; Grid; Renewable energy; Distribution (mathematics); Software; Energy (signal processing); Distribution grid; Control engineering; Engineering; Mathematics; Electrical engineering","score_opus":0.00690294451851904,"score_gpt":0.20709635738691876,"score_spread":0.20019341286839973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519295435","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":[0.06861135,0.00049203704,0.90721864,0.0005223127,0.00010985638,0.00013968037,0.0007268667,0.0008962835,0.02128299],"genre_scores_gemma":[0.9548903,0.00060280506,0.032316465,0.0000899953,0.00005342235,0.00028333394,0.0005227376,0.000107030566,0.011133994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998247,0.00005212858,0.0000095260775,0.000025064814,0.00006983122,0.000018797884],"domain_scores_gemma":[0.99968016,0.0001616159,0.000044008513,0.00002390539,0.00007971786,0.0000106880325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032808154,0.0005973254,0.0007430331,0.0005368868,0.0003518942,0.0008565937,0.0007583433,0.00071703043,0.0026494586],"category_scores_gemma":[0.0012011142,0.00034534273,0.000684458,0.00045091007,0.00041566926,0.0008900885,0.00044172723,0.0006390011,0.00056269916],"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":[0.0000063698963,0.000006870443,0.00011704123,0.000011167901,0.0000046887885,0.000024548832,0.0000073804053,0.9961061,0.00039793178,0.0019321291,0.00014784947,0.0012379589],"study_design_scores_gemma":[0.0000025127117,0.000006055211,0.000043379245,0.000001420881,0.0000017781841,0.0000037506945,0.00000190908,0.99917823,0.00007118047,0.0005183072,0.00017024185,0.0000011994949],"about_ca_topic_score_codex":0.009531989,"about_ca_topic_score_gemma":0.0048339497,"teacher_disagreement_score":0.009531989,"about_ca_system_score_codex":0.00072167587,"about_ca_system_score_gemma":0.00082784134,"threshold_uncertainty_score":0.018952966},"labels":[],"label_agreement":null},{"id":"W2527800837","doi":"10.1515/ijeeps-2016-0052","title":"Harmonic Optimization in Voltage Source Inverter for PV Application using Heuristic Algorithms","year":2016,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Multilevel Inverters and Converters","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 Calgary","funders":"","keywords":"Harmonics; Total harmonic distortion; Harmony search; MATLAB; Inverter; Voltage; Control theory (sociology); Nonlinear system; Heuristic; Harmonic analysis; Harmonic; Computer science; Algorithm; Mathematics; Electronic engineering; Mathematical optimization; Engineering; Physics; Acoustics; Electrical engineering","score_opus":0.013124258676389416,"score_gpt":0.24760299983347642,"score_spread":0.234478741157087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527800837","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":[0.08193966,0.000784603,0.90335655,0.00015746448,0.000035030953,0.00011319157,0.000059534785,0.00033985643,0.0132141225],"genre_scores_gemma":[0.7803414,0.00044641868,0.21621573,0.00004401068,0.00002404761,0.00019906275,0.00007126858,0.00004846141,0.0026095978],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999223,0.000030320163,0.0000028551433,0.000007111098,0.000027649823,0.000009825995],"domain_scores_gemma":[0.99983025,0.000111669266,0.000017159875,0.0000060722414,0.000029193021,0.0000056377185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003117102,0.00032127908,0.00045909776,0.00044612098,0.00024206175,0.0005201329,0.00032959264,0.00040382403,0.0015516026],"category_scores_gemma":[0.0005679787,0.0002511528,0.0003405389,0.00044308623,0.0002032804,0.00024708512,0.00021295575,0.0003293875,0.00016740785],"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":[0.00002704081,0.00003204363,0.0002500479,0.00005488686,0.000018959694,0.000029004083,0.000024934718,0.95931584,0.001391464,0.0029442562,0.0003694444,0.035542075],"study_design_scores_gemma":[0.000010255065,0.00002685363,0.00008169882,0.000005112223,0.0000043557807,0.0000059186827,0.000008119374,0.9984818,0.0002814474,0.0008077858,0.00028464582,0.000001972327],"about_ca_topic_score_codex":0.0029796031,"about_ca_topic_score_gemma":0.0036317362,"teacher_disagreement_score":0.0029796031,"about_ca_system_score_codex":0.00038909662,"about_ca_system_score_gemma":0.00060195837,"threshold_uncertainty_score":0.005924523},"labels":[],"label_agreement":null},{"id":"W2604516961","doi":"10.1515/ijeeps-2016-0237","title":"Demand-Side Contribution to Power System Frequency Regulation : -A Critical Review on Decentralized Strategies","year":2017,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Frequency Control in Power Systems","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":"Hydro-Québec; Université Laval","funders":"","keywords":"Electric power system; Phasor; Computer science; Automatic frequency control; Frequency regulation; Renewable energy; Smart grid; Microgrid; Demand response; Control engineering; Reliability engineering; Power (physics); Engineering; Telecommunications; Electrical engineering","score_opus":0.012977317727186232,"score_gpt":0.29251351627690536,"score_spread":0.2795361985497191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604516961","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012148173,0.9869523,0.0061647287,0.0010228084,0.00033689826,0.000013872451,0.000028832652,0.000023992889,0.004241733],"genre_scores_gemma":[0.028848274,0.9666903,0.0023283958,0.00049247994,0.0008551297,0.000023404746,0.000053947242,0.000016508084,0.00069155707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909174,0.00027737144,0.00010852816,0.00017574782,0.00029019886,0.000056406538],"domain_scores_gemma":[0.99685955,0.0022854,0.00020282397,0.000106496824,0.00048401923,0.00006163076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018967352,0.000638686,0.0012215164,0.0015184083,0.00027835215,0.0015844293,0.0009336834,0.0009879039,0.0025962316],"category_scores_gemma":[0.0032295007,0.00035426422,0.00051699666,0.0018333164,0.00071887503,0.0018301673,0.0007931246,0.0011856796,0.00074657344],"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":[0.00014530093,0.00008766148,0.0004065586,0.020048115,0.00017690197,0.00014145924,0.00016366127,0.005380254,0.0015318535,0.025314387,0.009702483,0.93690145],"study_design_scores_gemma":[0.000059315716,0.0007397052,0.0028386086,0.021628736,0.0006766242,0.0011463817,0.0003838305,0.005840004,0.0032982354,0.030139297,0.93316203,0.00008718238],"about_ca_topic_score_codex":0.00090929674,"about_ca_topic_score_gemma":0.0008032278,"teacher_disagreement_score":0.0025962316,"about_ca_system_score_codex":0.00070736854,"about_ca_system_score_gemma":0.0014582735,"threshold_uncertainty_score":0.0100310445},"labels":[],"label_agreement":null},{"id":"W2731885984","doi":"10.1515/ijeeps-2016-0178","title":"Optimal Design of Coupled Inductors of High Power Modular Multilevel Converter Using a Novel Hybrid Model","year":2017,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"HVDC Systems and Fault Protection","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":"Université Laval","funders":"","keywords":"Inductor; Inductance; Converters; Modular design; Electronic engineering; Computer science; Boost converter; Power (physics); Control theory (sociology); Engineering; Voltage; Electrical engineering; Physics","score_opus":0.030398662991569996,"score_gpt":0.26854917948446855,"score_spread":0.23815051649289856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731885984","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":[0.043389533,0.00030647367,0.9423077,0.00013968395,0.00003261992,0.000070271264,0.00004148101,0.00019726943,0.013515019],"genre_scores_gemma":[0.92231834,0.00022502165,0.07169934,0.00004093492,0.000015788366,0.00014658464,0.00004100537,0.00004380925,0.005469049],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998597,0.00004037887,0.0000039761403,0.000022636976,0.000057838297,0.000015540578],"domain_scores_gemma":[0.9998791,0.00003965843,0.000024192363,0.000010138687,0.00003913305,0.000007809848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003394537,0.00053202716,0.00057168555,0.0004201871,0.0003223987,0.0008084213,0.000846794,0.00076226774,0.0022714746],"category_scores_gemma":[0.00043626825,0.00036085327,0.0008131655,0.0003414498,0.0003928581,0.00047748483,0.00041451445,0.00042043673,0.000248121],"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":[0.000024899493,0.000020497553,0.00032714428,0.00006000254,0.000024480752,0.00005391874,0.000031407482,0.9816399,0.0044572162,0.006155923,0.00024155417,0.0069630793],"study_design_scores_gemma":[0.0000038723274,0.000015935275,0.000037297403,0.0000029042662,0.0000047825706,0.000006522863,0.000004337231,0.9988085,0.00031284388,0.00048385243,0.00031727715,0.0000018537277],"about_ca_topic_score_codex":0.0030719622,"about_ca_topic_score_gemma":0.0035681417,"teacher_disagreement_score":0.0030719622,"about_ca_system_score_codex":0.0007277521,"about_ca_system_score_gemma":0.0006943693,"threshold_uncertainty_score":0.0075988173},"labels":[],"label_agreement":null},{"id":"W2971294686","doi":"10.1515/ijeeps-2017-0238","title":"Smart Demand Response Management of Islanded Microgrid using Voltage-Current Droop Mechanism","year":2018,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Microgrid Control and Optimization","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":"Hydro-Québec","funders":"","keywords":"Microgrid; Voltage droop; Voltage; Photovoltaic system; Control theory (sociology); Computer science; AC power; MATLAB; Power (physics); Ripple; Power management; Boost converter; Automotive engineering; Engineering; Electrical engineering; Voltage source; Control (management)","score_opus":0.008230794991624149,"score_gpt":0.2477063624916676,"score_spread":0.23947556750004345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971294686","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":[0.41277507,0.0006641457,0.55755234,0.00043482237,0.00015576273,0.00015620916,0.0001766889,0.00230179,0.025783235],"genre_scores_gemma":[0.9958503,0.00004402489,0.0032874905,0.000016340977,0.000009072226,0.000013243918,0.00001846202,0.0000074886466,0.0007536514],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991465,0.000018493276,0.0000074678132,0.000019474426,0.000024846913,0.000015108865],"domain_scores_gemma":[0.99990404,0.000017587738,0.000024847834,0.00001294424,0.00002918237,0.000011383047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014325713,0.00033448995,0.00036779707,0.00019191104,0.00023978241,0.0005390047,0.00048486827,0.0002202812,0.001885732],"category_scores_gemma":[0.0002048379,0.00011062711,0.0001819586,0.00016564124,0.00015936865,0.00040635688,0.00031415062,0.00022860912,0.00027893423],"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":[0.0004838204,0.0003399414,0.0026909371,0.0003294184,0.00013648174,0.0008686571,0.0002586937,0.7632867,0.08248383,0.008650627,0.0042219874,0.1362489],"study_design_scores_gemma":[0.000029230921,0.00020650317,0.0007390629,0.000009808403,0.000024157416,0.00009670471,0.00005282416,0.99028325,0.0053916215,0.001605617,0.0015501694,0.000011107405],"about_ca_topic_score_codex":0.0011474534,"about_ca_topic_score_gemma":0.0013923084,"teacher_disagreement_score":0.001885732,"about_ca_system_score_codex":0.00015971428,"about_ca_system_score_gemma":0.00016542217,"threshold_uncertainty_score":0.0063084364},"labels":[],"label_agreement":null},{"id":"W3004061517","doi":"10.1515/ijeeps-2019-0217","title":"Optimal Sizing and Placement of Capacitor Banks and Distributed Generation in Distribution Systems Using Spring Search Algorithm","year":2020,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":76,"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":"Sizing; Distributed generation; Capacitor; Mathematical optimization; Voltage; Computer science; Electric power system; Spring (device); Power (physics); Engineering; Algorithm; Electronic engineering; Electrical engineering; Mathematics; Renewable energy; Mechanical engineering","score_opus":0.018250498971103264,"score_gpt":0.24842486195831856,"score_spread":0.2301743629872153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004061517","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":[0.10395451,0.00023346252,0.88803756,0.0002607246,0.00004125852,0.00009854692,0.00006667936,0.00028099143,0.0070262374],"genre_scores_gemma":[0.72172344,0.00016836802,0.27152655,0.00005353703,0.000021187223,0.00017367765,0.0001037132,0.000046849847,0.006182733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987686,0.00004889708,0.0000052408427,0.000021518767,0.000029400553,0.000018049663],"domain_scores_gemma":[0.99973387,0.0001575522,0.000036491383,0.000010772193,0.000044811768,0.0000165688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039452917,0.00069459237,0.0006032783,0.00050583034,0.0004191953,0.0004958641,0.00049153116,0.00072920584,0.0023930066],"category_scores_gemma":[0.00070575834,0.00037456932,0.0003715395,0.0006239334,0.00038343086,0.0005932805,0.0003678137,0.0003165383,0.00023107091],"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":[0.00003429006,0.000027796834,0.0002444024,0.000016244923,0.000012433528,0.000023567278,0.000015237744,0.9819505,0.0010210146,0.0019494735,0.00042708722,0.014277949],"study_design_scores_gemma":[0.0000072439057,0.000012974441,0.000043430286,0.0000015491742,0.0000020595219,0.0000035267499,0.0000049863274,0.998963,0.00018222409,0.0006590696,0.000118723365,0.0000012465654],"about_ca_topic_score_codex":0.007960051,"about_ca_topic_score_gemma":0.0104065705,"teacher_disagreement_score":0.007960051,"about_ca_system_score_codex":0.000688404,"about_ca_system_score_gemma":0.0013462751,"threshold_uncertainty_score":0.015827417},"labels":[],"label_agreement":null},{"id":"W3156900385","doi":"10.2202/1553-779x.1477","title":"Comparison of Available Silicone Rubber Coatings for High Voltage Applications","year":2008,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","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 Waterloo","funders":"","keywords":"Silicone rubber; Materials science; Composite material; Vulcanization; Filler (materials); Thermogravimetric analysis; Coating; Thermal conductivity; Natural rubber; Silicone","score_opus":0.03344577679429794,"score_gpt":0.3062043731252066,"score_spread":0.27275859633090865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156900385","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":[0.9944423,0.0020115038,0.001978821,0.000014529133,0.000017616268,0.00003258609,0.000060110844,0.000034111945,0.0014084678],"genre_scores_gemma":[0.99390244,0.0007705387,0.004392062,0.000012105621,0.000008177311,0.000011398465,0.00012099475,0.000024892548,0.00075728464],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989354,0.00019152257,0.000092904505,0.000101552774,0.00059358234,0.00008503716],"domain_scores_gemma":[0.9989735,0.00029722892,0.00014026515,0.00010511048,0.00040873422,0.00007518458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070586085,0.00050352106,0.00030711645,0.000695959,0.00024515364,0.00042540216,0.00042781228,0.00043751017,0.0009733786],"category_scores_gemma":[0.0013011774,0.00017859302,0.00048173076,0.0003517044,0.0001735554,0.0004244743,0.00026213858,0.00021221796,0.0002207387],"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":[0.00034051435,0.000061403836,0.0016591413,0.00028203125,0.00003319876,0.00012167783,0.00006996072,0.0009681544,0.9835091,0.00004108737,0.000046866895,0.012866863],"study_design_scores_gemma":[0.000018261011,0.0021909475,0.01281413,0.0000178809,0.00007854289,0.00044672907,0.00012082247,0.001939241,0.9809441,0.000026380505,0.0013869728,0.000015943433],"about_ca_topic_score_codex":0.00061675964,"about_ca_topic_score_gemma":0.0019269355,"teacher_disagreement_score":0.0009733786,"about_ca_system_score_codex":0.000250956,"about_ca_system_score_gemma":0.00016576449,"threshold_uncertainty_score":0.003733039},"labels":[],"label_agreement":null},{"id":"W3159455218","doi":"10.2202/1553-779x.1824","title":"Operation and Control of a DVR in the Presence of Interharmonics","year":2008,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power Quality and Harmonics","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 Manitoba","funders":"","keywords":"Voltage sag; Voltage; Harmonics; Phasor; MATLAB; Control theory (sociology); Waveform; Controller (irrigation); Computer science; Electronic engineering; Total harmonic distortion; Fault (geology); Distortion (music); Harmonic; SIGNAL (programming language); Engineering; Power (physics); Electrical engineering; Electric power system; Power quality; Control (management); Physics","score_opus":0.016634206624421197,"score_gpt":0.25073932067670335,"score_spread":0.23410511405228215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159455218","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":[0.2135821,0.00062197156,0.7581148,0.00028269045,0.00017248826,0.00014172931,0.00012117562,0.0031230315,0.023840003],"genre_scores_gemma":[0.98355246,0.00017412969,0.013934401,0.000042509033,0.000034729357,0.000033927307,0.000027332999,0.000032659013,0.0021677746],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980146,0.000031422394,0.000014116187,0.000044944358,0.00009034588,0.000017823391],"domain_scores_gemma":[0.9997476,0.000097475335,0.00006520418,0.000033103828,0.000042502917,0.000014104594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002457387,0.00024288223,0.0002857181,0.00023996858,0.00022121698,0.0007082475,0.00044209248,0.0003380666,0.0014976022],"category_scores_gemma":[0.000660795,0.00009586134,0.00013085798,0.00015385757,0.000255634,0.0002683531,0.0002148009,0.00034075844,0.00037908557],"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":[0.0007242355,0.00021728431,0.0024098272,0.00064857857,0.00006777034,0.001671707,0.0008945545,0.11176973,0.51910025,0.02184656,0.0025790741,0.33807042],"study_design_scores_gemma":[0.00018343571,0.0013918258,0.006049841,0.000092400325,0.000080059435,0.0019135617,0.00016670536,0.8161537,0.13693714,0.0077910377,0.02917814,0.00006223772],"about_ca_topic_score_codex":0.0003902354,"about_ca_topic_score_gemma":0.00035470477,"teacher_disagreement_score":0.0014976022,"about_ca_system_score_codex":0.00016708842,"about_ca_system_score_gemma":0.00013190771,"threshold_uncertainty_score":0.005009949},"labels":[],"label_agreement":null},{"id":"W4304607037","doi":"10.1515/ijeeps-2022-0104","title":"A review of energy saving routing schemes for WSN assisted IoT network","year":2022,"lang":"en","type":"review","venue":"International Journal of Emerging Electric Power Systems","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","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 Waterloo","funders":"","keywords":"Computer science; Routing protocol; Computer network; Routing (electronic design automation); Internet of Things; Battery (electricity); Protocol (science); Battery capacity; Path (computing); Transmission (telecommunications); Efficient energy use; Data transmission; Power (physics); Embedded system; Telecommunications; Electrical engineering; Engineering","score_opus":0.03801429577238705,"score_gpt":0.3260019869347984,"score_spread":0.2879876911624114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304607037","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010034314,0.9821797,0.009897106,0.00041364887,0.0006481825,0.000032409574,0.000049193324,0.000055666787,0.005720745],"genre_scores_gemma":[0.0075145126,0.9821508,0.0070272684,0.00019904536,0.00045783512,0.00003829646,0.00011392907,0.000014156037,0.002484103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996824,0.000050897754,0.00004344176,0.000074714815,0.000120867924,0.000027675269],"domain_scores_gemma":[0.99934775,0.00030407438,0.000058858976,0.000032914275,0.00023496395,0.000021526483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005847287,0.00081767444,0.0008839281,0.0021243072,0.00036906253,0.0009203785,0.0011560346,0.00086394034,0.0025192676],"category_scores_gemma":[0.0011644907,0.00049420266,0.0005788843,0.0033974585,0.00033043895,0.0019224663,0.0005199061,0.0010207463,0.0013535415],"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":[0.000049212136,0.00009077154,0.00026046752,0.011324908,0.00006181833,0.00015198182,0.00006407696,0.003791772,0.0034224165,0.013942634,0.01505052,0.9517895],"study_design_scores_gemma":[0.000009384348,0.00033091352,0.0008084455,0.0038797797,0.00019714706,0.0015738385,0.00014069525,0.006020699,0.004682606,0.0075729564,0.9747146,0.00006885024],"about_ca_topic_score_codex":0.0007559125,"about_ca_topic_score_gemma":0.00064671994,"teacher_disagreement_score":0.0025192676,"about_ca_system_score_codex":0.0004598798,"about_ca_system_score_gemma":0.00072871783,"threshold_uncertainty_score":0.008427858},"labels":[],"label_agreement":null},{"id":"W4316011101","doi":"10.1515/ijeeps-2022-0234","title":"Modeling of bidirectional electric vehicle charger for grid ancillary services","year":2023,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Electric vehicle; Grid; Vehicle-to-grid; Computer science; Automotive engineering; MATLAB; Charging station; Energy (signal processing); Power flow; Power (physics); Electrical engineering; Engineering; Electric power system","score_opus":0.016714771488984054,"score_gpt":0.2854272325969862,"score_spread":0.2687124611080022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316011101","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":[0.06352565,0.00092351093,0.84451616,0.0005174679,0.00028560564,0.00025280175,0.00048406993,0.0017499621,0.087744705],"genre_scores_gemma":[0.9562852,0.00053295575,0.012963003,0.00005502082,0.000027750713,0.00017206778,0.00016766702,0.000061258,0.02973517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997656,0.000048406437,0.000010855957,0.000046648765,0.00009758731,0.000030928193],"domain_scores_gemma":[0.99990726,0.00002065118,0.000014055536,0.0000099740555,0.000042154043,0.000005861264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023344591,0.00054878177,0.000589231,0.00034865446,0.0005010035,0.0012066937,0.0011929765,0.00089426874,0.0075391657],"category_scores_gemma":[0.0002617969,0.00032080038,0.00068487786,0.0002890316,0.0003095383,0.0006397451,0.00048225385,0.000577199,0.0013131071],"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":[0.00013915148,0.000059154507,0.001030713,0.00019705834,0.00004881431,0.00047778393,0.00008290221,0.95051324,0.014923454,0.012830746,0.0017799081,0.017917113],"study_design_scores_gemma":[0.00000962579,0.00004766868,0.0001510581,0.000010782985,0.000012016149,0.000057887853,0.000015067401,0.9947941,0.0015165085,0.00086582307,0.0025134692,0.000006051441],"about_ca_topic_score_codex":0.00737521,"about_ca_topic_score_gemma":0.004454146,"teacher_disagreement_score":0.0075391657,"about_ca_system_score_codex":0.00066288817,"about_ca_system_score_gemma":0.00065402716,"threshold_uncertainty_score":0.02522099},"labels":[],"label_agreement":null},{"id":"W4367322678","doi":"10.1515/ijeeps-2022-0192","title":"Improved adaptive micro-grid over current protection scheme considering false tripping","year":2023,"lang":"en","type":"article","venue":"International Journal of Emerging Electric Power Systems","topic":"Power Systems Fault Detection","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":"Tripping; Computer science; Benchmark (surveying); Scheme (mathematics); Network topology; Grid; Renewable energy; MATLAB; Engineering; Computer network; Circuit breaker; Mathematics; Electrical engineering","score_opus":0.019149802522396012,"score_gpt":0.2675612162707517,"score_spread":0.24841141374835568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367322678","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":[0.1017635,0.00040087057,0.889331,0.00026909224,0.00019993157,0.00012202472,0.000041350464,0.0016672148,0.0062050936],"genre_scores_gemma":[0.9729637,0.00005976109,0.02547065,0.00003819981,0.000028908553,0.000019748788,0.000016181917,0.000010375841,0.0013924903],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996741,0.00006514202,0.000026899801,0.00008118599,0.00011256874,0.00004000551],"domain_scores_gemma":[0.9995109,0.00009056596,0.00010571707,0.000097963915,0.00016491517,0.000030035033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027322184,0.00045638965,0.0004329046,0.00040456554,0.0004014479,0.0005732081,0.0011537188,0.00046383907,0.0018475833],"category_scores_gemma":[0.00067914027,0.00009919964,0.00022115369,0.00026324936,0.00030303668,0.0005210613,0.0003196744,0.00041433368,0.00033668708],"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":[0.001122578,0.00022083316,0.0026563758,0.00023349792,0.00010217354,0.0005457759,0.00037699175,0.3856534,0.08564864,0.014253695,0.0039798412,0.5052062],"study_design_scores_gemma":[0.00006261993,0.00028766788,0.0006654668,0.000015240463,0.000040636503,0.0002549693,0.000023280274,0.9818803,0.013343436,0.0013869362,0.0020272718,0.000012199091],"about_ca_topic_score_codex":0.0016420525,"about_ca_topic_score_gemma":0.001942219,"teacher_disagreement_score":0.0018475833,"about_ca_system_score_codex":0.00043902273,"about_ca_system_score_gemma":0.000434056,"threshold_uncertainty_score":0.006180823},"labels":[],"label_agreement":null},{"id":"W4394618811","doi":"10.1515/ijeeps-2023-0416","title":"Coupling energy management of power systems with energy hubs through TSO-DSO coordination: a review","year":2024,"lang":"en","type":"review","venue":"International Journal of Emerging Electric Power Systems","topic":"Integrated Energy Systems Optimization","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; Université Laval","funders":"","keywords":"Coupling (piping); Energy (signal processing); Energy management; Power (physics); Computer science; Engineering; Physics; Mechanical engineering","score_opus":0.012567234347663105,"score_gpt":0.2760272186871184,"score_spread":0.2634599843394553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394618811","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037700395,0.99587554,0.0014653504,0.00016957318,0.00015240298,0.000011592921,0.000016524007,0.000009884887,0.0019220317],"genre_scores_gemma":[0.0039622914,0.9942773,0.0010587724,0.000074053256,0.00017648091,0.000010860483,0.000028100987,0.0000035237442,0.0004085955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966824,0.0000627687,0.00005155812,0.00006994239,0.000117674484,0.000029881185],"domain_scores_gemma":[0.9991371,0.00048492805,0.000114170216,0.000027061664,0.0002056813,0.000031067062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091207173,0.0010177812,0.0012044442,0.0021121376,0.0002921436,0.0013349627,0.0010463618,0.0009674596,0.002489403],"category_scores_gemma":[0.0013300165,0.00045554602,0.00063586904,0.0040438254,0.00039293282,0.0015621575,0.0007174805,0.0008169109,0.00085150107],"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":[0.000051655315,0.00009491892,0.00044849375,0.03422248,0.00021204243,0.00018199344,0.000112347145,0.0055655586,0.0012824305,0.023182847,0.012237108,0.922408],"study_design_scores_gemma":[0.000016989814,0.00024773405,0.0015549287,0.01269154,0.0004643138,0.00097813,0.00021210298,0.002844366,0.0013451852,0.009379831,0.9702055,0.000059405505],"about_ca_topic_score_codex":0.001726477,"about_ca_topic_score_gemma":0.0017399631,"teacher_disagreement_score":0.002489403,"about_ca_system_score_codex":0.0005029507,"about_ca_system_score_gemma":0.0014721847,"threshold_uncertainty_score":0.008327961},"labels":[],"label_agreement":null}]}