{"id":"W2070862716","doi":"10.1016/j.jnucmat.2006.12.050","title":"A conceptual model for the fuel oxidation of defective fuel","year":2007,"lang":"en","type":"article","venue":"Journal of Nuclear Materials","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atomic Energy (Canada); Royal Military College of Canada","funders":"","keywords":"Oxygen transport; Nuclear fuel; Nuclear engineering; Thermal conduction; Spent nuclear fuel; Chemistry; Oxygen; Diffusion; Thermodynamics; Plutonium; Work (physics); Pellet; Materials science; Radiochemistry; Nuclear chemistry; Composite material; Physics","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":[0.002860426,0.0001392137,0.0004049441,0.00007052516,0.0001041964,0.0001234482,0.0003611168,0.00009024215,0.0009773615],"category_scores_gemma":[0.0002426873,0.00008395586,0.0001229698,0.00005255826,0.0002272736,0.0003313556,0.00007238614,0.00005529499,0.00004270505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003985606,"about_ca_system_score_gemma":0.00005336363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002364598,"about_ca_topic_score_gemma":0.000005739088,"domain_scores_codex":[0.9984039,0.00009817176,0.0008340282,0.0001216712,0.0002982084,0.0002440173],"domain_scores_gemma":[0.9982348,0.0002083939,0.0008974762,0.0001850873,0.0004135341,0.00006069066],"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":[0.001476678,0.00004661362,0.00000418195,0.0000761674,0.00002837917,0.000001796371,0.002799109,0.000125347,0.9891014,0.005268717,0.0009049146,0.0001667078],"study_design_scores_gemma":[0.001345116,0.0007572532,0.003617738,0.0001180789,0.0001472131,0.00007455258,0.002238157,0.0001956758,0.9764362,0.004689641,0.01015531,0.0002250462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966484,0.0002556025,0.001038591,0.0002155308,0.001309754,0.0002613686,0.00005802342,0.00001605498,0.0001967292],"genre_scores_gemma":[0.994722,0.00008915762,0.004442924,0.0002165887,0.0004362256,0.000002167566,9.820278e-7,0.00003729752,0.00005265088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266517,"threshold_uncertainty_score":0.9999359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972579965225333,"score_gpt":0.2685087080379008,"score_spread":0.2287829083856475,"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."}}