{"id":"W2998894861","doi":"10.12943/cnr.2018.00011","title":"DIFFERENCES IN EXIT BURNUP, DEPLETION, AND FUEL REACTIVITY CALCULATIONS ARISING FROM THE CHOICE OF MODELLING CODE FOR BUNDLES WITH THORIUM AND URANIUM","year":2020,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Burnup; Nuclear engineering; Thorium; Reactivity (psychology); Enriched uranium; Benchmark (surveying); Neutron transport; Nuclear physics; Uranium; Thorium fuel cycle; Natural uranium; Neutron; Radiochemistry; Physics; Chemistry; Engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00006147688,0.0001087774,0.0002585601,0.00001551169,0.0000383923,0.00002957337,0.00006409079,0.00002760017,0.000003817267],"category_scores_gemma":[0.00002327118,0.00007920124,0.00002670131,0.000145289,0.00002775347,0.0001084817,0.00002094375,0.0001194741,6.916335e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007824765,"about_ca_system_score_gemma":0.000003036935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008095696,"about_ca_topic_score_gemma":0.00002680115,"domain_scores_codex":[0.9995392,0.00001051809,0.0001539773,0.0001324931,0.0000647534,0.00009906881],"domain_scores_gemma":[0.9996665,0.000129101,0.00003547645,0.0001033562,0.00002007499,0.00004548983],"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":[0.0004795607,0.0007927323,0.08788621,0.1328547,0.002753498,0.00003011643,0.03337566,0.2577071,0.1845663,0.1146248,0.007928424,0.1770009],"study_design_scores_gemma":[0.0004889923,0.00007355697,0.02369756,0.003796302,0.0001934561,0.000003126759,0.0001565213,0.8934212,0.00006241994,0.0003936015,0.07731404,0.0003992175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276074,0.04733415,0.02293923,0.0009750101,0.0000499586,0.0005880184,0.00007139342,0.0001149045,0.0003199334],"genre_scores_gemma":[0.9750782,0.02355054,0.001210754,0.00006035473,0.00005384191,0.000005666019,0.000005268358,0.00003494606,4.552651e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6357141,"threshold_uncertainty_score":0.3229733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04874789421546711,"score_gpt":0.2316444066250184,"score_spread":0.1828965124095513,"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."}}