{"id":"W3098037825","doi":"","title":"A Comparison of Reactivity Parameters of CANDU Fuel Bundles over Fuel Lifetime","year":2017,"lang":"en","type":"article","venue":"","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Natural uranium; Nuclear engineering; Burnup; Bundle; Coolant; Rod; Fuel element failure; Uranium; Thorium fuel cycle; Materials science; Spent nuclear fuel; Nuclear fuel; Enriched uranium; Environmental science; Nuclear physics; Engineering; MOX fuel; Physics; Composite material; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003189751,0.0003106555,0.0002432164,0.0007174111,0.0002145593,0.0002858513,0.0002519377,0.0002610407,0.001036157],"category_scores_gemma":[0.0006421476,0.0001672941,0.0002427493,0.0004372829,0.0001303738,0.0004111539,0.0001885062,0.0002036692,0.0003213216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755643,"about_ca_system_score_gemma":0.0001058816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007092201,"about_ca_topic_score_gemma":0.0008358303,"domain_scores_codex":[0.9998075,0.00001089361,0.000009873608,0.0000500453,0.00009764251,0.00002409876],"domain_scores_gemma":[0.9996918,0.0000676691,0.00005970217,0.00003743785,0.0001182755,0.00002512279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00142968,0.00005550731,0.04758526,0.0001757787,0.00008459714,0.0003823067,0.0002863697,0.01843574,0.8655593,0.0004217757,0.0004808832,0.06510266],"study_design_scores_gemma":[0.000009859986,0.001336695,0.09666003,0.00001931479,0.00007405012,0.0005901392,0.0002382749,0.01655654,0.8792405,0.0001715745,0.005056628,0.00004646643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950851,0.0003949243,0.002624314,0.000007277673,0.000006900193,0.000007308136,0.0002363368,0.00008263488,0.001555249],"genre_scores_gemma":[0.9968548,0.000175495,0.001411753,0.000005006119,0.00000222095,0.00001023384,0.0004211804,0.00005323853,0.001066008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001036157,"threshold_uncertainty_score":0.003466308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461624772932578,"score_gpt":0.2669925477387913,"score_spread":0.2423763000094656,"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."}}