{"id":"W4293417746","doi":"","title":"Effect of Clad Fast Neutron Flux Distribution on Quarter-Core Fuel Performance Calculations with BISON","year":2023,"lang":"en","type":"paratext","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Nuclear Security Administration; Office of Nuclear Energy; Tennessee Valley Authority; Sandia National Laboratories; U.S. Department of Energy","keywords":"Core (optical fiber); Neutron flux; Flux (metallurgy); Nuclear engineering; Quarter (Canadian coin); Neutron; Materials science; Environmental science; Physics; Nuclear physics; Engineering; Composite material; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001861819,0.0002851738,0.0004449634,0.0002570624,0.00007988131,0.00004782162,0.0001771862,0.0001866047,0.0000415311],"category_scores_gemma":[0.00001120499,0.0002374665,0.00009701811,0.0005154615,0.0001828961,0.0003777996,0.00004999954,0.0001997278,0.0001065775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006894323,"about_ca_system_score_gemma":0.00003275762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001319849,"about_ca_topic_score_gemma":0.000004614588,"domain_scores_codex":[0.9985981,0.00001061241,0.000556207,0.000174741,0.0004267993,0.0002335593],"domain_scores_gemma":[0.9991152,0.0001003099,0.0002442902,0.0003276883,0.0001308304,0.00008170523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001035915,0.0006132652,0.0003869822,0.01801332,0.0009364667,0.000003040723,0.00005928365,0.6752906,0.03151415,0.03110412,0.2171986,0.02384429],"study_design_scores_gemma":[0.005421109,0.01098199,0.1220114,0.007098394,0.001012188,0.00003904372,0.00003259357,0.05421691,0.06102889,0.00004845155,0.7346268,0.003482309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822894,0.0001882943,0.005975877,0.00002127084,0.001736525,0.0006209763,0.002717898,0.0002996073,0.1061502],"genre_scores_gemma":[0.9849389,0.0001058298,0.00007754489,0.000001924231,0.00003176725,0.00003576419,0.01437596,0.00002832173,0.0004040205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6210737,"threshold_uncertainty_score":0.9683601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007373418782991039,"score_gpt":0.2103085191980594,"score_spread":0.2029351004150684,"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."}}