{"id":"W3094302267","doi":"10.1115/1.4048896","title":"Investigating Small Modular Reactor's Design Limits for Its Flexible Operation With Photovoltaic Generation in Microcommunities","year":2020,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Dispatchable generation; Photovoltaic system; Electricity generation; Modular design; Electric power system; Automotive engineering; Computer science; Renewable energy; Load following power plant; Environmental science; Distributed generation; Base load power plant; Engineering; Power (physics); Electrical engineering","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":[0.0007786367,0.0003942616,0.0003648649,0.0003134114,0.0002752366,0.0006231546,0.0007328434,0.000484959,0.001297637],"category_scores_gemma":[0.002212126,0.0002020231,0.0003956806,0.0002744945,0.0003348317,0.0006144339,0.0003845405,0.0004790752,0.000120734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139424,"about_ca_system_score_gemma":0.0002769463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005335649,"about_ca_topic_score_gemma":0.004697355,"domain_scores_codex":[0.9996938,0.0001054304,0.000009026273,0.00006028886,0.00007376292,0.00005769319],"domain_scores_gemma":[0.9984714,0.001072712,0.0001616189,0.0001142689,0.0001258035,0.0000541198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002605393,0.0001167921,0.005875192,0.00007693056,0.00003634015,0.0002089874,0.00005444933,0.9707367,0.01162704,0.0009911523,0.0002961557,0.009719732],"study_design_scores_gemma":[0.00002291031,0.0003615421,0.005703629,0.000008189476,0.0000254177,0.00003094793,0.00007196722,0.9839372,0.008935878,0.0004454741,0.0004429231,0.00001381803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816274,0.00009098407,0.01447683,0.00005857607,0.000008974258,0.00002754994,0.00007485045,0.0001220441,0.003512773],"genre_scores_gemma":[0.998614,0.00001766524,0.001142678,0.000003632195,0.000001169026,0.000009694264,0.00002457143,0.000007361641,0.0001792915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005335649,"threshold_uncertainty_score":0.01060921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392777308255982,"score_gpt":0.2135274661022196,"score_spread":0.1695996930196598,"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."}}