{"id":"W106235518","doi":"10.13182/nse02-a2310","title":"A Spent-Fuel Combination Method for Minimizing Composition Variability of DUPIC Fuel","year":2002,"lang":"en","type":"article","venue":"Nuclear Science and Engineering","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fissile material; Spent nuclear fuel; Nuclear engineering; Pressurized water reactor; MOX fuel; Fuel element failure; Environmental science; Spent fuel pool; Thorium fuel cycle; Waste management; Radiochemistry; Plutonium; Chemistry; Neutron; Nuclear physics; Engineering; Physics","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":[0.0004938448,0.0007859101,0.0006553124,0.0008202982,0.0004672924,0.0004137158,0.00118524,0.0003566853,0.0007792688],"category_scores_gemma":[0.0008372583,0.0005042354,0.0003358838,0.000675961,0.00020367,0.0005062806,0.0004118634,0.0004508649,0.0003115037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004086884,"about_ca_system_score_gemma":0.000531456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054437,"about_ca_topic_score_gemma":0.002263627,"domain_scores_codex":[0.9994741,0.00006747112,0.0000320315,0.0001482094,0.0002447314,0.00003345134],"domain_scores_gemma":[0.9995895,0.00007747555,0.0000992468,0.00007041069,0.0001359157,0.00002743012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004429996,0.00009733165,0.003132987,0.0001351274,0.00006871964,0.0001113176,0.00007753127,0.0190818,0.7459611,0.0012891,0.0004450092,0.2291569],"study_design_scores_gemma":[0.00003692635,0.0004307627,0.002350792,0.000006515758,0.0001299627,0.0004496079,0.00002426498,0.1296467,0.8606969,0.0003071024,0.005871829,0.00004856601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2151018,0.0005464806,0.7811863,0.00004622631,0.00003932503,0.00009260003,0.00008730716,0.001123759,0.001776161],"genre_scores_gemma":[0.5036355,0.0001890539,0.4933322,0.00002518279,0.00001464805,0.0001022154,0.0002147921,0.0001643009,0.002322065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00118524,"threshold_uncertainty_score":0.002965271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270393970278105,"score_gpt":0.2121701967376829,"score_spread":0.1994662570349018,"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."}}