{"id":"W4214920246","doi":"10.1109/mpe.2021.3134149","title":"Integration of Small Modular Reactors Into Renewable Energy-Based Standalone Microgrids: An Energy Management Perspective","year":2022,"lang":"en","type":"article","venue":"IEEE Power and Energy Magazine","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Renewable energy; Greenhouse gas; Environmental economics; Environmental science; Wind power; Diesel fuel; Electricity generation; Electricity; Business; Engineering; Waste management; Power (physics); Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003153121,0.000617288,0.0004973403,0.0002171203,0.0002219878,0.00114042,0.001471661,0.0005999348,0.003578236],"category_scores_gemma":[0.0003224165,0.0003181633,0.0004889244,0.0002783731,0.000414006,0.00170642,0.000537861,0.0006767594,0.001147353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003579205,"about_ca_system_score_gemma":0.0002555962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006606077,"about_ca_topic_score_gemma":0.001073274,"domain_scores_codex":[0.9998338,0.00004199246,0.000007182502,0.0000335289,0.00005872177,0.00002471964],"domain_scores_gemma":[0.9998688,0.00002659788,0.00001537213,0.00002723278,0.00004232983,0.00001971116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005876595,0.0007497051,0.002223395,0.00164254,0.0003647769,0.001235368,0.0003053285,0.3099769,0.2889382,0.0734548,0.006021399,0.3145001],"study_design_scores_gemma":[0.0001462911,0.003498191,0.003144291,0.0002045971,0.00036027,0.001247232,0.0004127913,0.6960018,0.1187717,0.04229211,0.1338302,0.00009047712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2169982,0.01022418,0.6661673,0.00238647,0.0009248494,0.0002315656,0.0001952049,0.002444089,0.1004281],"genre_scores_gemma":[0.9207496,0.003067171,0.05729382,0.0002326172,0.0002407506,0.00006886433,0.0001149811,0.0001516666,0.01808066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003578236,"threshold_uncertainty_score":0.0119704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009943653112893032,"score_gpt":0.2198776772848513,"score_spread":0.2099340241719583,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}