{"id":"W4230889362","doi":"10.1080/00295450.2020.1784669","title":"Transient System Thermal-Hydraulic Assessment of Advanced Uranium- and Thorium-Based Fuel Bundle Concepts for Potential Use in Pressure Tube Heavy Water Reactors—II: Full-Core Analyses","year":2020,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Thermal hydraulics; Nuclear engineering; Uranium; Bundle; Thorium; Transient (computer programming); Environmental science; Tube (container); Heavy water; Materials science; Waste management; Nuclear physics; Physics; Engineering; Mechanics; Heat transfer; Computer science; Deuterium; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005205539,0.0002259539,0.0004363703,0.0001536291,0.00004405128,0.00002159937,0.0001709187,0.0002169354,0.00001613969],"category_scores_gemma":[0.000006890667,0.0001996185,0.00008223928,0.0002119276,0.00006406508,0.0001370489,0.00005150428,0.0002811952,0.000001662485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004686226,"about_ca_system_score_gemma":0.000008534042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002468609,"about_ca_topic_score_gemma":0.000005398289,"domain_scores_codex":[0.9989605,0.00001165022,0.0003038152,0.0002807271,0.0001174247,0.0003258924],"domain_scores_gemma":[0.9995825,0.00001912426,0.00003883305,0.0002446987,0.00004408163,0.00007076734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006653929,0.00005085632,0.0001164576,0.0006455363,0.0001027651,0.000007431692,0.0003268878,0.08775985,0.9087497,0.001441436,0.00004655103,0.0006859774],"study_design_scores_gemma":[0.002653764,0.001016869,0.003078084,0.0002065594,0.000203088,0.00001222754,0.0008611831,0.8992463,0.0563776,0.00003088448,0.03567867,0.0006347342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961896,0.0002069831,0.002080028,0.0002062546,0.0001482917,0.0004006988,0.00004340669,0.0005656045,0.0001591534],"genre_scores_gemma":[0.9970249,0.00002104863,0.002749295,0.0000243098,0.00004031703,0.00002408139,0.00001609905,0.00009755533,0.000002423183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8523721,"threshold_uncertainty_score":0.8140205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045236350435475,"score_gpt":0.2574875550726403,"score_spread":0.2370351915682856,"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."}}