{"id":"W4403974137","doi":"10.1115/icone31-135616","title":"Thermohydraulic Simulation of Energy Well Micro Modular Reactor Using System Codes","year":2024,"lang":"en","type":"article","venue":"","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modular design; Computer science; Nuclear engineering; Energy (signal processing); Process engineering; Operating system; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004124632,0.0004346578,0.0004932153,0.0004950829,0.0005619435,0.0007737844,0.0007545847,0.001235524,0.006598968],"category_scores_gemma":[0.001326529,0.0002573149,0.0005911917,0.0004058408,0.0006730612,0.0004259607,0.0005344302,0.0006167875,0.000344904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008298747,"about_ca_system_score_gemma":0.0009840126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01949388,"about_ca_topic_score_gemma":0.009017284,"domain_scores_codex":[0.9998167,0.00004838348,0.000007762404,0.00002259671,0.00005495974,0.00004968547],"domain_scores_gemma":[0.9992685,0.0004422407,0.00006274126,0.00004072646,0.0001391429,0.00004669967],"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":[0.00002667952,0.00001493416,0.0007650171,0.0000230811,0.000004949242,0.0000597481,0.00002411648,0.9959618,0.0006492609,0.001494225,0.0001897531,0.000786446],"study_design_scores_gemma":[0.000006572996,0.00001222803,0.0001744938,0.000003306141,0.000001429324,0.000003847192,0.0000128481,0.9990746,0.0002498402,0.0002442741,0.0002139825,0.000002491281],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8168048,0.000438731,0.107791,0.0007583908,0.0001905895,0.0002456653,0.001831058,0.001171341,0.07076856],"genre_scores_gemma":[0.9904474,0.00006797753,0.00501617,0.00003158106,0.000005580797,0.0001103492,0.0002190553,0.00005007428,0.004051814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01949388,"threshold_uncertainty_score":0.03876084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009765789682786742,"score_gpt":0.1989688869700262,"score_spread":0.1892030972872394,"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."}}