{"id":"W2969740371","doi":"10.2172/1557508","title":"Depletion, Chemical Reaction and Transport in High Burnup Nuclear Fuel","year":2019,"lang":"en","type":"report","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"UT-Battelle; Battelle; U.S. Department of Energy","keywords":"Burnup; Thermochemistry; Nuclear engineering; Nuclear fuel; Uranium dioxide; Spent nuclear fuel; Chemistry; Environmental science; Uranium; Nuclear physics; Physics; Engineering; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006667434,0.0002426061,0.0005126072,0.00008473506,0.00003315587,0.00008556218,0.0001508757,0.0004027101,0.003935159],"category_scores_gemma":[0.00003650515,0.0001895776,0.00005064426,0.0000537834,0.00007992816,0.0001766281,0.00005717106,0.0001871526,0.0005686306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205646,"about_ca_system_score_gemma":0.0001429301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00458864,"about_ca_topic_score_gemma":0.00009363269,"domain_scores_codex":[0.9982859,0.00004227426,0.0004781338,0.0004964473,0.0004411277,0.0002560815],"domain_scores_gemma":[0.9993553,0.00001643682,0.0001598268,0.0002920576,0.0001132055,0.00006323289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001125291,0.00003748569,0.0002884279,0.0006398633,0.000006876192,0.00001653458,0.0001382307,5.222146e-7,0.99397,0.0002564972,0.004164356,0.0003686919],"study_design_scores_gemma":[0.0009577626,0.0001808854,0.03099866,0.0006198508,0.0001000914,0.0002938822,0.0001557873,0.000009550557,0.04858809,0.0007895406,0.91616,0.001145875],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644009,0.0002678095,0.00000116271,0.0001775646,0.001687572,0.000247172,0.00003976018,0.0001133894,0.0330646],"genre_scores_gemma":[0.992353,0.002001008,0.0003462075,0.0001028539,0.000363193,0.000009095332,0.00006397869,0.000071305,0.004689326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9453819,"threshold_uncertainty_score":0.9969754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140207341621821,"score_gpt":0.232171237678915,"score_spread":0.2107691642626968,"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."}}