{"meta":{"query_hash":"51976cc62dfd","filters":{"venue":"Chinese Journal of Electrical Engineering"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/51976cc62dfd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Chinese+Journal+of+Electrical+Engineering"},"results":[{"id":"W2762443835","doi":"10.23919/cjee.2016.7933113","title":"Evolution of single-phase power converter topologies underlining power decoupling","year":2016,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Decoupling (probability); Network topology; Power factor; Electronic engineering; AC power; Converters; Topology (electrical circuits); Computer science; Switched-mode power supply; Control theory (sociology); Voltage; Engineering; Electrical engineering; Control engineering","score_opus":0.006886766797240192,"score_gpt":0.23341891571216059,"score_spread":0.2265321489149204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762443835","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":[0.150254,0.021595055,0.745289,0.0006219397,0.0006304958,0.00020074958,0.00025734925,0.000921451,0.08022991],"genre_scores_gemma":[0.671622,0.015465678,0.29550406,0.00024755677,0.0002751477,0.00011253461,0.00045546883,0.00019604964,0.016121475],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996723,0.00005274628,0.00002655327,0.00006938692,0.00015448593,0.000024570574],"domain_scores_gemma":[0.9996203,0.00006400608,0.000035608235,0.00006646597,0.00019074326,0.000022809709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005081054,0.0004058275,0.0003967397,0.0008127077,0.00023504773,0.0009010968,0.0007733432,0.00046162037,0.0015087661],"category_scores_gemma":[0.0006193261,0.000244804,0.00034316274,0.0010236215,0.00033005516,0.0017611444,0.0004118045,0.0009570797,0.0007641052],"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":[0.00021284368,0.00014120611,0.0013134847,0.0013168437,0.00008630448,0.00062297296,0.00038111437,0.048560906,0.14793894,0.12473909,0.0031830182,0.67150325],"study_design_scores_gemma":[0.00011132139,0.001339237,0.0042193118,0.00060830533,0.00020412357,0.0094661,0.00040573496,0.26301327,0.2439057,0.107665464,0.36889204,0.00016946065],"about_ca_topic_score_codex":0.00016304285,"about_ca_topic_score_gemma":0.00020936044,"teacher_disagreement_score":0.0015087661,"about_ca_system_score_codex":0.00043125954,"about_ca_system_score_gemma":0.00032430724,"threshold_uncertainty_score":0.0050473213},"labels":[],"label_agreement":null},{"id":"W2769546001","doi":"10.23919/cjee.2017.8048409","title":"Derivation of multilevel voltage source converter topologies for medium voltage drives","year":2017,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Network topology; Topology (electrical circuits); Modularity (biology); Converters; Computer science; Voltage; Capacitor; Engineering; Electrical engineering; Computer network","score_opus":0.012172073296747589,"score_gpt":0.24138102120064053,"score_spread":0.22920894790389296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769546001","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":[0.016419193,0.0011721461,0.9363154,0.00024324136,0.00012431447,0.00010472521,0.00012943582,0.00021601368,0.045275524],"genre_scores_gemma":[0.5545602,0.0026136125,0.42970917,0.00018259053,0.0001188418,0.00024187632,0.0005205068,0.00011906085,0.011934151],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998846,0.00002418396,0.000007650366,0.000013488182,0.0000633062,0.0000068212757],"domain_scores_gemma":[0.99990475,0.000018407736,0.000009872694,0.000013005983,0.00004842181,0.000005577035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014564159,0.00022575511,0.00018959843,0.00043139007,0.00030718435,0.0005711815,0.0004494673,0.0003147976,0.003512927],"category_scores_gemma":[0.0004808889,0.00012465574,0.0003124561,0.00041514673,0.00019977502,0.000515759,0.00038756902,0.00064755714,0.0009510267],"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":[0.00004527586,0.00004889077,0.0006280577,0.0005492271,0.000030201501,0.0006507906,0.00031047437,0.05758573,0.082516454,0.5087717,0.005037728,0.34382552],"study_design_scores_gemma":[0.000052253974,0.00025350304,0.001154197,0.0003215066,0.000048534734,0.0020273891,0.00021883986,0.44025102,0.052111935,0.32123122,0.18227872,0.000050880168],"about_ca_topic_score_codex":0.00021698179,"about_ca_topic_score_gemma":0.00045262984,"teacher_disagreement_score":0.003512927,"about_ca_system_score_codex":0.00026431066,"about_ca_system_score_gemma":0.00026888223,"threshold_uncertainty_score":0.01175189},"labels":[],"label_agreement":null},{"id":"W2914985763","doi":"10.23919/cjee.2017.8250420","title":"Active and reactive power decoupling control of grid-connected inverters in stationary reference frame","year":2017,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Decoupling (probability); Control theory (sociology); Reference frame; AC power; Stationary Reference Frame; Rotating reference frame; Computer science; Inverter; Controller (irrigation); Grid; Power control; Frame (networking); Open-loop controller; Power (physics); Control engineering; Engineering; Voltage; Mathematics; Control (management); Physics; Induction motor; Electrical engineering; Closed loop","score_opus":0.0033265916266060893,"score_gpt":0.20174663121626218,"score_spread":0.1984200395896561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914985763","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":[0.07201862,0.00038914874,0.9194258,0.00006387921,0.000069539026,0.00005528459,0.00003309345,0.0005592898,0.007385355],"genre_scores_gemma":[0.9746961,0.00017924853,0.024023995,0.00001827202,0.000016420567,0.00003102223,0.000027356611,0.000019591838,0.0009879381],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998222,0.00002760414,0.000013416629,0.000056039542,0.00006674831,0.000013930373],"domain_scores_gemma":[0.99988675,0.000023026643,0.00003462515,0.000014752828,0.000035077366,0.000005861949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023123687,0.00047793856,0.0003840661,0.00020414355,0.00026686434,0.00054291746,0.0006305838,0.00019950092,0.0009882983],"category_scores_gemma":[0.00039169754,0.00017798155,0.00025739928,0.0003164689,0.00033310248,0.000495323,0.00025732224,0.00036906835,0.0002328644],"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":[0.00065917004,0.00024085629,0.0016746714,0.00093129,0.0001514778,0.00048539834,0.00068983686,0.31261042,0.23521782,0.05325018,0.002976972,0.39111194],"study_design_scores_gemma":[0.00008520524,0.00044844864,0.0008029253,0.000019611487,0.00005474979,0.00015594592,0.00004552955,0.9616095,0.027740726,0.0056258985,0.0033904638,0.00002093174],"about_ca_topic_score_codex":0.00069316436,"about_ca_topic_score_gemma":0.0007985853,"teacher_disagreement_score":0.0009882983,"about_ca_system_score_codex":0.00022194712,"about_ca_system_score_gemma":0.00024298506,"threshold_uncertainty_score":0.00330621},"labels":[],"label_agreement":null},{"id":"W3120048864","doi":"10.23919/cjee.2020.000028","title":"Flying capacitor design considerations for a 48-to-12 V, 35 a split-phase dickson SC converter","year":2020,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Capacitor; Capacitance; Inductor; Electrical engineering; Converters; Voltage; Switched capacitor; Decoupling capacitor; Power (physics); Charge control; Engineering; Physics; Electrode","score_opus":0.026405142823242512,"score_gpt":0.2550821185506665,"score_spread":0.22867697572742396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120048864","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":[0.2954656,0.0032722456,0.6450948,0.0014922647,0.00031642473,0.00040600012,0.00040173053,0.00094495673,0.0526059],"genre_scores_gemma":[0.94168425,0.000628365,0.05102282,0.00015888274,0.00006371632,0.000059218208,0.00009943453,0.00004980589,0.0062334067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985206,0.000016436521,0.000009065619,0.000024781273,0.000081831844,0.000015775555],"domain_scores_gemma":[0.99985576,0.000038593884,0.000013507978,0.000010682349,0.000073572446,0.0000078999155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019106404,0.00030886647,0.00022686204,0.0003491524,0.00049788057,0.0011522345,0.00051748747,0.00057323434,0.0037664566],"category_scores_gemma":[0.00040550882,0.00014464222,0.00023832779,0.00032114462,0.00019497071,0.00060257694,0.00014908321,0.00033854088,0.00041439512],"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":[0.00059405284,0.0001028254,0.0021161346,0.0008433914,0.00013347254,0.001263451,0.0003623557,0.07392265,0.6887761,0.049758647,0.0045802104,0.17754671],"study_design_scores_gemma":[0.00017112072,0.0013244482,0.004769073,0.00013830606,0.00026404744,0.003335472,0.0004439967,0.53282607,0.36263356,0.01844292,0.075557284,0.00009381462],"about_ca_topic_score_codex":0.0024736184,"about_ca_topic_score_gemma":0.004814411,"teacher_disagreement_score":0.0037664566,"about_ca_system_score_codex":0.00084977824,"about_ca_system_score_gemma":0.00064674206,"threshold_uncertainty_score":0.012600005},"labels":[],"label_agreement":null},{"id":"W3120444275","doi":"10.23919/cjee.2020.000026","title":"A novel intermediate bus converter topology for cutting edge data center applications","year":2020,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Converters; Capacitor; Data center; Network topology; Power (physics); Topology (electrical circuits); Center (category theory); Electrical engineering; Power density; Enhanced Data Rates for GSM Evolution; Reduction (mathematics); Key (lock); Computer science; Voltage; Electronic engineering; Engineering; Physics; Operating system; Telecommunications; Mathematics","score_opus":0.016393646063749642,"score_gpt":0.25322802331218225,"score_spread":0.2368343772484326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120444275","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":[0.16287906,0.0015576314,0.70461273,0.00082958955,0.0006418352,0.0003307819,0.00069065567,0.005948198,0.12250953],"genre_scores_gemma":[0.8533933,0.0007316865,0.11517304,0.0002919917,0.00015509973,0.00013071747,0.00084864255,0.0002119317,0.029063541],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999294,0.00001100969,0.000004305236,0.000014161631,0.000029596975,0.000011486334],"domain_scores_gemma":[0.9999293,0.0000057922225,0.0000049161426,0.000009211185,0.000037951148,0.000012919421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007389732,0.00028448974,0.00025383962,0.00041463616,0.00041482,0.00089593447,0.00088165904,0.00037107276,0.007420645],"category_scores_gemma":[0.00011829875,0.000095565796,0.00018659563,0.0005358607,0.0001377342,0.00077069295,0.00023420325,0.00053100404,0.0020462798],"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":[0.00071981864,0.00044065126,0.0016042221,0.0007020188,0.00007463586,0.0017063092,0.00033105674,0.015364225,0.47912627,0.07398607,0.033144332,0.3928003],"study_design_scores_gemma":[0.00026849675,0.0021145695,0.004632428,0.00014829438,0.00016383789,0.009980218,0.00039184027,0.36905584,0.30167592,0.034252502,0.27717504,0.00014108913],"about_ca_topic_score_codex":0.00033969604,"about_ca_topic_score_gemma":0.0007742838,"teacher_disagreement_score":0.007420645,"about_ca_system_score_codex":0.0001984527,"about_ca_system_score_gemma":0.0002142292,"threshold_uncertainty_score":0.02482456},"labels":[],"label_agreement":null},{"id":"W4205428004","doi":"10.23919/cjee.2021.000035","title":"Single-phase grid-connected PV system with golden section search-based MPPT algorithm","year":2021,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Energie NB Power (Canada); University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Maximum power point tracking; Photovoltaic system; Maximum power principle; Control theory (sociology); Computer science; Rate of convergence; Chopper; Inverter; Convergence (economics); Algorithm; Engineering; Voltage; Electrical engineering","score_opus":0.0074534079628671805,"score_gpt":0.2256166902945628,"score_spread":0.21816328233169563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205428004","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":[0.04990181,0.00058432226,0.9359033,0.00018375998,0.000064180116,0.000119725526,0.00006705254,0.0007347014,0.012441106],"genre_scores_gemma":[0.86995834,0.0003483442,0.12480428,0.000056254597,0.000027727256,0.00021842023,0.00009746136,0.00004924953,0.004440033],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998534,0.000029953317,0.0000074992136,0.00003459785,0.00006144791,0.000013075556],"domain_scores_gemma":[0.9999027,0.000026326252,0.000022537653,0.00000774958,0.000034083132,0.0000065307063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021001062,0.00053126,0.00092880375,0.00025631636,0.0003394005,0.00048370936,0.0007490013,0.00053164066,0.0019463976],"category_scores_gemma":[0.00032939127,0.00030377804,0.00038977602,0.0005914707,0.00028627214,0.00039623075,0.00036952164,0.00038889603,0.00039298902],"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":[0.00009252907,0.00003539323,0.00066819205,0.00019016393,0.000045570756,0.00012253808,0.00008145447,0.91882163,0.007981295,0.0036982696,0.0011534747,0.06710957],"study_design_scores_gemma":[0.000018632,0.00003138738,0.00008298,0.000005388826,0.000006259607,0.000029507515,0.0000039453403,0.9981694,0.0006639907,0.00057168026,0.0004139376,0.0000027917163],"about_ca_topic_score_codex":0.0018154226,"about_ca_topic_score_gemma":0.0017903406,"teacher_disagreement_score":0.0019463976,"about_ca_system_score_codex":0.00035023986,"about_ca_system_score_gemma":0.00056154106,"threshold_uncertainty_score":0.0065113306},"labels":[],"label_agreement":null},{"id":"W4206185112","doi":"10.23919/cjee.2021.000033","title":"Evaluation of high step-up power conversion systems for large-capacity photovoltaic generation integrated into medium voltage DC grids","year":2021,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Photovoltaic system; Converters; Computer science; Energy conversion efficiency; Grid-connected photovoltaic power system; Electrical engineering; Electronic engineering; Electric power system; Power (physics); Voltage; Grid; Maximum power point tracking; Engineering; Inverter; Physics","score_opus":0.01282095194235912,"score_gpt":0.23719542397179405,"score_spread":0.22437447202943492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206185112","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":[0.96318376,0.00060590863,0.021502858,0.000076927,0.000047171314,0.00028019698,0.00021364517,0.00020247299,0.013887024],"genre_scores_gemma":[0.997494,0.00012662527,0.0015253266,0.000004712503,0.0000037871116,0.000025377682,0.000047807356,0.000008466842,0.00076390366],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968696,0.0000764099,0.000013349038,0.000041649066,0.00014617626,0.000035421002],"domain_scores_gemma":[0.99971706,0.00007910553,0.000022601951,0.00002940306,0.00013093531,0.00002080155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033956795,0.00043697914,0.00034797454,0.00047710945,0.00027432386,0.00064034446,0.0004874195,0.00027093806,0.0027403515],"category_scores_gemma":[0.00057047117,0.000109303895,0.00037327787,0.0004368028,0.00019676394,0.00062992546,0.00024047542,0.00036664828,0.0002804419],"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":[0.0044139116,0.0015680023,0.015585698,0.002524352,0.00030112863,0.0012401305,0.0003361576,0.43747768,0.29224885,0.007476638,0.0027254578,0.23410201],"study_design_scores_gemma":[0.00029327345,0.011783923,0.04123295,0.00009988056,0.00028393476,0.00039305058,0.00044663541,0.7230873,0.21260399,0.0015071667,0.008206132,0.00006170123],"about_ca_topic_score_codex":0.0013675139,"about_ca_topic_score_gemma":0.0013215685,"teacher_disagreement_score":0.0027403515,"about_ca_system_score_codex":0.0006717623,"about_ca_system_score_gemma":0.00021743783,"threshold_uncertainty_score":0.009167373},"labels":[],"label_agreement":null},{"id":"W4225590053","doi":"10.23919/cjee.2022.000007","title":"Short-term Wind Power Prediction Based on Soft Margin Multiple Kernel Learning Method","year":2022,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":6,"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":"National Natural Science Foundation of China","keywords":"Hinge loss; Multiple kernel learning; Margin (machine learning); Extreme learning machine; Kernel (algebra); Support vector machine; Computer science; Wind power; Radial basis function kernel; Artificial intelligence; Machine learning; Mathematical optimization; Control theory (sociology); Mathematics; Engineering; Kernel method; Artificial neural network","score_opus":0.005793528330879776,"score_gpt":0.212856702301847,"score_spread":0.2070631739709672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225590053","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":[0.022699656,0.00020677265,0.9756712,0.000095698226,0.000030052019,0.000024869183,0.00003166525,0.00062258873,0.00061758765],"genre_scores_gemma":[0.8708491,0.000275584,0.12574765,0.00008449948,0.00005602198,0.00011273879,0.00020865431,0.000083573505,0.002582191],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925524,0.000158648,0.000059265363,0.00019351456,0.00026069427,0.00007258533],"domain_scores_gemma":[0.9991543,0.000280562,0.00012434414,0.0000948391,0.00030419536,0.000041736188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090858364,0.0008083709,0.0009856734,0.00062751723,0.00038601394,0.0008171962,0.0011779963,0.0007918646,0.0012109817],"category_scores_gemma":[0.0024088155,0.00035170958,0.0007721194,0.0005911658,0.00045412043,0.0018620515,0.00085458497,0.0012250143,0.00051465875],"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":[0.00024661756,0.0001448305,0.002791448,0.0001575404,0.00009610177,0.00016338813,0.00015073466,0.6516926,0.013847384,0.004396245,0.0023841877,0.32392877],"study_design_scores_gemma":[0.0000027634621,0.000010666016,0.000181322,0.0000020255707,0.0000028016048,0.000008569755,0.0000034627747,0.99852127,0.00074381445,0.00042218756,0.000096041666,0.0000050703807],"about_ca_topic_score_codex":0.002826958,"about_ca_topic_score_gemma":0.0015551131,"teacher_disagreement_score":0.002826958,"about_ca_system_score_codex":0.00043644235,"about_ca_system_score_gemma":0.00069738814,"threshold_uncertainty_score":0.0056209564},"labels":[],"label_agreement":null},{"id":"W4226228177","doi":"10.23919/cjee.2022.000001","title":"Review of Grid-forming Inverters in Support of Power System Operation","year":2022,"lang":"en","type":"article","venue":"Chinese Journal of Electrical Engineering","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":148,"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":"Grid; Inverter; Power electronics; Distributed generation; Electrical engineering; Computer science; Electric power system; Engineering; Power (physics); Automotive engineering; Systems engineering; Renewable energy; Voltage","score_opus":0.002133571898941466,"score_gpt":0.1778659405348962,"score_spread":0.17573236863595473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226228177","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":[0.0013148249,0.9819704,0.007912001,0.00031699205,0.000772582,0.0000232722,0.00008277239,0.00005541718,0.007551697],"genre_scores_gemma":[0.009611407,0.9829963,0.0037145058,0.00027961162,0.00061611284,0.000020593401,0.00016088258,0.000013558756,0.0025869727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997981,0.000027634582,0.000035881338,0.000043747303,0.00008006075,0.000014527737],"domain_scores_gemma":[0.9997087,0.0001183805,0.00004286403,0.000013203473,0.00010478734,0.000012013371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034965537,0.00072105374,0.00081422,0.001344288,0.00023981508,0.0006846158,0.00081927417,0.00059400045,0.0030080446],"category_scores_gemma":[0.00057278725,0.00027808663,0.0004323977,0.0028646828,0.0002338779,0.0011635908,0.00037371193,0.00059516873,0.0012260035],"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":[0.000092769544,0.00006649703,0.0002508172,0.023413083,0.000088204295,0.0002957791,0.0000997639,0.00290011,0.008075369,0.009950993,0.020982854,0.93378377],"study_design_scores_gemma":[0.00001004121,0.00022931083,0.0009702935,0.0021595755,0.00015811351,0.0010043964,0.00006098441,0.0014762538,0.0028894702,0.003417831,0.9875931,0.000030679137],"about_ca_topic_score_codex":0.00069012115,"about_ca_topic_score_gemma":0.0007205053,"teacher_disagreement_score":0.0030080446,"about_ca_system_score_codex":0.00028366665,"about_ca_system_score_gemma":0.0006210784,"threshold_uncertainty_score":0.010062873},"labels":[],"label_agreement":null},{"id":"W4245057300","doi":"10.23919/cjee.2020.9316846","title":"Contents","year":2020,"lang":"en","type":"paratext","venue":"Chinese Journal of Electrical Engineering","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","score_opus":0.006073259609553434,"score_gpt":0.21343386347804585,"score_spread":0.20736060386849242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245057300","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011448656,0.0036492404,0.0035009545,0.0038152894,0.014901578,0.00027471498,0.004927875,0.0013367608,0.9664488],"genre_scores_gemma":[0.0036330055,0.00273367,0.0011820733,0.001072278,0.0027694134,0.00008660039,0.0042954995,0.00037501872,0.9838525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996681,0.000035366098,0.000016513904,0.000056238026,0.0001849139,0.000038742575],"domain_scores_gemma":[0.99912816,0.000094809584,0.000034648645,0.00013025792,0.00042212664,0.00018996351],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003732645,0.00067819114,0.00041788127,0.0017127956,0.0011304516,0.0041457457,0.0007824789,0.00087686855,0.63851535],"category_scores_gemma":[0.0019235847,0.00022344897,0.0003200367,0.0016320593,0.00039754875,0.0026917784,0.0015870808,0.00113825,0.5266298],"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":[0.000041060066,0.00003751773,0.0001672592,0.0001699108,0.0000026620285,0.000048433532,0.000058718757,0.00015765922,0.00085036864,0.0097686555,0.8815144,0.10718333],"study_design_scores_gemma":[0.000002198093,0.000010132184,0.00017397024,0.000070572976,0.0000013090786,0.00004597034,0.000036815785,0.000057125035,0.00016936765,0.0014837334,0.99794644,0.00000250097],"about_ca_topic_score_codex":0.0017290917,"about_ca_topic_score_gemma":0.0020393382,"teacher_disagreement_score":0.36148465,"about_ca_system_score_codex":0.0015281105,"about_ca_system_score_gemma":0.0013278661,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null}]}