{"meta":{"query_hash":"07cfb3bf6719","filters":{"venue":"International Journal of Smart grid"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/07cfb3bf6719","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Smart+grid"},"results":[{"id":"W2950706599","doi":"10.20508/ijsmartgrid.v3i2.58.g47","title":"Hybrid Renewable Energy System with Storage for Electrification – Case Study of Remote Northern Community in Canada","year":2019,"lang":"en","type":"article","venue":"International Journal of Smart grid","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada; U.S. Department of Energy","keywords":"Electrification; Renewable energy; Microgrid; Electricity; Wind power; Environmental economics; Environmental science; Environmental resource management; Business; Natural resource economics; Engineering; Economics; Electrical engineering","score_opus":0.011733266516398997,"score_gpt":0.22116461993935424,"score_spread":0.20943135342295524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950706599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942264,0.000073803756,0.002704561,0.000040104587,0.0019389581,0.0002103073,0.000028531915,0.00001044614,0.0007668912],"genre_scores_gemma":[0.99908805,0.0000055709434,0.00016404375,0.000026225649,0.00034314787,0.0000092618775,0.000020181345,0.00003844664,0.00030508556],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99744505,0.0003750791,0.0010225788,0.0001622008,0.0007753589,0.00021973727],"domain_scores_gemma":[0.99701464,0.0002722072,0.0010761041,0.00037890312,0.0011642448,0.00009390429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081583206,0.00018709028,0.000475974,0.00034021534,0.00006143388,0.0000307222,0.00063032296,0.000035489797,0.000011942005],"category_scores_gemma":[0.000056330064,0.00015907767,0.0000790973,0.00017492528,0.000015426942,0.00020904593,0.000031829095,0.00023745857,0.0000010119746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087739975,0.0004169206,0.031421266,0.000078873825,0.00068185315,0.0029674687,0.00055192376,0.95665985,0.0029570675,0.00013566545,0.0004897604,0.002761917],"study_design_scores_gemma":[0.061389357,0.01543753,0.018852828,0.005518276,0.000675861,0.119561605,0.16566008,0.33033943,0.17531191,0.00035934622,0.10338049,0.0035133024],"about_ca_topic_score_codex":0.9937482,"about_ca_topic_score_gemma":0.99676126,"teacher_disagreement_score":0.6263205,"about_ca_system_score_codex":0.0019298978,"about_ca_system_score_gemma":0.0012351585,"threshold_uncertainty_score":0.64869994},"labels":[],"label_agreement":null},{"id":"W4384210856","doi":"10.20508/ijsmartgrid.v7i2.287.g274","title":"Three-Dimensional Fuzzy Logic Applied to DC Voltage Regulation in Active Power Filter of PV System","year":2023,"lang":"en","type":"article","venue":"International Journal of Smart grid","topic":"Energy Load and Power Forecasting","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":"Carbon Engineering (Canada)","funders":"","keywords":"Fuzzy logic; Total harmonic distortion; Control theory (sociology); Computer science; Control engineering; MATLAB; Electric power system; Fuzzy electronics; Voltage; Power (physics); Fuzzy control system; Electronic engineering; Engineering; Control (management); Neuro-fuzzy; Artificial intelligence; Electrical engineering","score_opus":0.014202882548473792,"score_gpt":0.22767412802883022,"score_spread":0.21347124548035643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384210856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98295563,0.000039085775,0.005314768,0.00021511131,0.004422092,0.00008823006,0.000043428583,0.00006286005,0.0068588075],"genre_scores_gemma":[0.99888384,0.0000027740211,0.0005537465,0.00004177748,0.0004442974,0.0000037700993,0.00001550061,0.00001818983,0.00003609618],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9988344,0.000009014352,0.00048082,0.00009017868,0.00044972074,0.0001358907],"domain_scores_gemma":[0.99942976,0.00009031132,0.00014900882,0.00007276889,0.00019951533,0.000058658545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027487878,0.0001088309,0.00019217141,0.00047853173,0.000015172953,0.00001671753,0.00021307616,0.000058191,0.00005654101],"category_scores_gemma":[0.000034228287,0.00009874465,0.00008073077,0.00023344993,0.000014086438,0.0001405863,0.000051105675,0.00016392178,0.00004249728],"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":[0.00039203133,0.000047011225,0.0028671825,0.00004734132,0.0002638716,0.00017614245,0.0005866374,0.90415806,0.07321847,0.008163905,0.0060919877,0.003987366],"study_design_scores_gemma":[0.0072739315,0.0008679124,0.59099865,0.0049690935,0.000104373044,0.0009866706,0.0012833563,0.14414404,0.21194711,0.013862127,0.021891093,0.0016716463],"about_ca_topic_score_codex":0.00001291899,"about_ca_topic_score_gemma":0.000035745616,"teacher_disagreement_score":0.760014,"about_ca_system_score_codex":0.00015535147,"about_ca_system_score_gemma":0.00002375745,"threshold_uncertainty_score":0.40266898},"labels":[],"label_agreement":null}]}