{"id":"W4383533819","doi":"10.1115/1.4062917","title":"Implementation of Solar Salt Properties Into ARIANT and Simulation of Pressurized Loss of Forced Circulation in a High Temperature Gas-Cooled Small Modular Reactor","year":2023,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Coolant; Nuclear engineering; Modular design; Molten salt; Environmental science; Natural circulation; Mechanical engineering; Computer science; Thermodynamics; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005404323,0.0004422039,0.0004502282,0.0002529178,0.0004288052,0.0005245906,0.00104877,0.0006547506,0.002648199],"category_scores_gemma":[0.001186607,0.0002500046,0.000440633,0.0001791345,0.0005437069,0.0004509324,0.0003685849,0.0005540514,0.0001660644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009175534,"about_ca_system_score_gemma":0.001036187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226509,"about_ca_topic_score_gemma":0.007831813,"domain_scores_codex":[0.9998708,0.00003797325,0.000005849927,0.00001736726,0.00003794791,0.00003009535],"domain_scores_gemma":[0.9994116,0.0003508975,0.00005335971,0.00004762174,0.00008940077,0.00004713741],"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":[0.00009573779,0.00005080985,0.001885937,0.00002381836,0.00001032888,0.00007910938,0.00004927746,0.9890165,0.005896907,0.0009925247,0.0001328567,0.001766087],"study_design_scores_gemma":[0.000009148432,0.00002428931,0.0001820703,0.000001081427,0.000001501525,0.000004142729,0.000007667508,0.9978659,0.001739652,0.00004943214,0.0001128276,0.000002252345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461583,0.00002920935,0.04503407,0.0001120228,0.00002954131,0.00008923019,0.0003135085,0.001011032,0.00722296],"genre_scores_gemma":[0.9841452,0.00001680533,0.01435996,0.0000149773,0.000002602139,0.000046948,0.0001234255,0.00007985773,0.001210177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226509,"threshold_uncertainty_score":0.02438742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009781215830185758,"score_gpt":0.2269598043773365,"score_spread":0.2171785885471508,"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."}}