{"id":"W2186153411","doi":"10.13182/nse159-153","title":"Benchmark Calculation of WIMS/RFSP against Physics Measurement Data of Wolsong Nuclear Power Plants","year":2008,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Criticality; Nuclear data; Nuclear engineering; Nuclear physics; Physics; Neutron; Engineering","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":[0.001080015,0.0006891789,0.0004297593,0.0008562237,0.0005422643,0.0005726959,0.001326569,0.0004435137,0.001859681],"category_scores_gemma":[0.002237203,0.000344488,0.0004939349,0.001240031,0.0003094917,0.0005772059,0.000435295,0.000596372,0.0003218238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002557381,"about_ca_system_score_gemma":0.001391134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0298964,"about_ca_topic_score_gemma":0.02007357,"domain_scores_codex":[0.9993759,0.0001019889,0.0000197301,0.00006720429,0.0003760632,0.00005911711],"domain_scores_gemma":[0.9987084,0.0003828065,0.00007950649,0.0002075067,0.0005857566,0.00003608151],"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":[0.0002433455,0.00005240099,0.01497293,0.0001257219,0.00005749834,0.000192886,0.00006380725,0.9529331,0.01188048,0.003798332,0.002736794,0.01294268],"study_design_scores_gemma":[0.00005882027,0.0001673034,0.01234883,0.00001696835,0.00002942027,0.00004238839,0.00005979564,0.9406933,0.04193266,0.001130255,0.003489059,0.00003129231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513487,0.0001860803,0.02384688,0.0001363534,0.00003112364,0.00008503615,0.004577281,0.001661315,0.01812724],"genre_scores_gemma":[0.989626,0.00004750745,0.007035414,0.00002400653,0.000003294577,0.00006474805,0.002220569,0.0001789986,0.0007994167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0298964,"threshold_uncertainty_score":0.05944479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03365220814703504,"score_gpt":0.1981094465441701,"score_spread":0.164457238397135,"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."}}