{"id":"W4387011003","doi":"10.1109/pesgm52003.2023.10253074","title":"Small Modular Reactor (SMR) Based Hybrid Energy System for Electricity &amp; District Heating","year":2023,"lang":"en","type":"article","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Modular design; Electricity; Nuclear engineering; Environmental science; Electricity generation; Water heating; Electrical engineering; Process engineering; Computer science; Waste management; Engineering; Power (physics); Physics; Operating system","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":[0.0001693552,0.0003119183,0.0003378518,0.0002108923,0.0002825866,0.0003952463,0.0006176791,0.0003314429,0.005479646],"category_scores_gemma":[0.0002165368,0.0001728988,0.000447107,0.0002518679,0.0002428602,0.0006110933,0.0003495784,0.0003153693,0.0004192335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004279714,"about_ca_system_score_gemma":0.0003190235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00249663,"about_ca_topic_score_gemma":0.003437081,"domain_scores_codex":[0.9999202,0.00003327184,0.000002623837,0.0000161287,0.00001845466,0.000009209001],"domain_scores_gemma":[0.9999245,0.00003581739,0.00001035642,0.00001089996,0.00001151593,0.000006836625],"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":[0.0001092832,0.00004161865,0.0008724916,0.00005807779,0.0000246469,0.000110124,0.0000318372,0.978877,0.00786573,0.002745907,0.0005377347,0.008725475],"study_design_scores_gemma":[0.00002210111,0.00007985633,0.0004063825,0.000002504595,0.000007754558,0.00002301611,0.000009752448,0.9965455,0.001377733,0.0006013801,0.0009191912,0.000004878785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5589137,0.0002726624,0.3988919,0.0002502325,0.00007897679,0.0002305469,0.0008553694,0.002115735,0.03839079],"genre_scores_gemma":[0.9897453,0.00005935048,0.00680083,0.00001198959,0.000004198751,0.00006332629,0.0001162928,0.00002087499,0.003177901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005479646,"threshold_uncertainty_score":0.01833123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252105210005782,"score_gpt":0.2291002729684878,"score_spread":0.19657922086843,"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."}}