{"id":"W2974362470","doi":"10.1177/0309324719874923","title":"Deformation and damage of nuclear power station fuel elements under cyclic loading","year":2019,"lang":"en","type":"article","venue":"The Journal of Strain Analysis for Engineering Design","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Creep; Materials science; Constitutive equation; Nuclear fuel; Shell (structure); Finite element method; Structural engineering; Deformation (meteorology); Mechanics; Internal pressure; Composite material; Engineering; Physics; Nuclear engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001779548,0.00007577737,0.0002045113,0.0001454434,0.00003651454,0.00004230713,0.0001294275,0.00002666943,0.0001863225],"category_scores_gemma":[0.00003020914,0.00004885221,0.00006792439,0.0001267848,0.00001195031,0.0002180344,0.00001505772,0.00004910082,0.000003314379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000232776,"about_ca_system_score_gemma":0.000008559059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005756362,"about_ca_topic_score_gemma":4.499546e-7,"domain_scores_codex":[0.9992317,0.0000565139,0.0003789896,0.0000519219,0.0001681183,0.0001127455],"domain_scores_gemma":[0.999419,0.00007362504,0.0003025365,0.00009461005,0.00007932688,0.00003086881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006604614,0.000006973357,0.000008666607,0.00004619623,0.0001206951,1.3095e-7,0.0005818603,0.0891051,0.9090592,0.0009513831,0.000007246028,0.00004650124],"study_design_scores_gemma":[0.002445,0.00194406,0.005686826,0.0002298499,0.002341642,0.00003121833,0.006091509,0.5288662,0.4478715,0.003430302,0.0004935685,0.0005683324],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6395593,0.00002586561,0.3601858,0.00003415462,0.00007822712,0.00009512188,0.000008284349,0.000004831646,0.000008384292],"genre_scores_gemma":[0.9875653,0.00001641806,0.0123623,0.00001722707,0.00001640503,6.419979e-7,0.000001881064,0.000009487203,0.00001027681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4611877,"threshold_uncertainty_score":0.2040101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348348484652571,"score_gpt":0.2090643588067805,"score_spread":0.1955808739602548,"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."}}