{"id":"W1980667245","doi":"10.1155/2014/306406","title":"The Dilution Dependency of Multigroup Uncertainties","year":2014,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dilution; Propagation of uncertainty; Nuclear data; Covariance; Statistical physics; Monte Carlo method; Covariance matrix; Uncertainty analysis; Neutron; Physics; Lattice (music); Uncertainty quantification; Mathematics; Nuclear physics; Statistics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009162528,0.0008189833,0.0005280828,0.001504739,0.0006814237,0.001782523,0.001524399,0.000797298,0.002133431],"category_scores_gemma":[0.0478522,0.0006793377,0.001056815,0.0009755419,0.00182827,0.003445783,0.002788636,0.001687824,0.0003890624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174129,"about_ca_system_score_gemma":0.0009602952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713048,"about_ca_topic_score_gemma":0.001277677,"domain_scores_codex":[0.9897619,0.002828123,0.0004371061,0.001888136,0.004638274,0.0004465004],"domain_scores_gemma":[0.9406957,0.04066517,0.003566023,0.0100778,0.004610259,0.0003850192],"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":[0.0007288763,0.0002179581,0.06013405,0.0003930144,0.0003691657,0.001365788,0.001210788,0.5750379,0.05095138,0.2134629,0.001717661,0.0944106],"study_design_scores_gemma":[0.00004264318,0.0002744276,0.0266683,0.00008028766,0.0001240704,0.0006849698,0.0001702865,0.7132713,0.1448825,0.1054513,0.008149604,0.000200265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3456341,0.0006772567,0.623008,0.0006302365,0.0001490113,0.0001869841,0.0005260929,0.0009167304,0.02827162],"genre_scores_gemma":[0.963973,0.0001247284,0.03393677,0.00008483357,0.00002733487,0.00005859339,0.0002761279,0.0001982166,0.001320401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009162528,"threshold_uncertainty_score":0.04845667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003560195325615669,"score_gpt":0.1770050794768242,"score_spread":0.1734448841512085,"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."}}