{"id":"W7062642186","doi":"","title":"Uncertainty Analysis in Modelling for CANDU and Pressurized Water Reactors","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmark (surveying); Neutron transport; Nuclear power; Nuclear data; Uncertainty analysis; Nuclear power plant; Work (physics); Uncertainty quantification","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":[0.0024872,0.0008942892,0.001156162,0.0008850827,0.0007189774,0.002546059,0.001439919,0.001778701,0.001952727],"category_scores_gemma":[0.005422179,0.0006340397,0.001932112,0.0008703417,0.0009295134,0.001622693,0.001443826,0.002082903,0.0002053121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772952,"about_ca_system_score_gemma":0.001653068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01781694,"about_ca_topic_score_gemma":0.007350084,"domain_scores_codex":[0.9989678,0.0004144758,0.00005976508,0.0001385657,0.0003238745,0.00009544887],"domain_scores_gemma":[0.9970332,0.002314806,0.000216559,0.0001113724,0.00026978,0.00005418712],"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":[0.000007803535,0.000004942682,0.000156902,0.00001715957,0.00000807356,0.00001402753,0.00001839346,0.9927322,0.0001822834,0.005464316,0.00006756055,0.001326287],"study_design_scores_gemma":[0.000002851169,0.00001119119,0.0001021363,0.00001157388,0.000005091524,0.000005629326,0.00001695643,0.9954032,0.0003959687,0.00328792,0.0007509065,0.000006549129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1408069,0.001389609,0.8340212,0.0009863426,0.000136114,0.0001590521,0.000856299,0.0004495524,0.02119479],"genre_scores_gemma":[0.9153047,0.001242546,0.07639739,0.0001186919,0.00009634646,0.0003025857,0.0005511334,0.0002019122,0.005784729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01781694,"threshold_uncertainty_score":0.03542644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705462393813809,"score_gpt":0.2167632253069028,"score_spread":0.1997086013687648,"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."}}