{"id":"W2231150709","doi":"10.2172/1185372","title":"Post-Irradiation Examination of Zircaloy-4 Samples in Target Capsules and Initiation of Bending Fatigue Testing for Used Nuclear Fuel Vibration Integrity Investigations (FY 2013 Summary Report)","year":2013,"lang":"en","type":"report","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oak Ridge National Laboratory; UT-Battelle; Canadian Foundation for Dietetic Research; Battelle; U.S. Department of Energy","keywords":"Oak Ridge National Laboratory; Nuclear engineering; Deliverable; National laboratory; Work (physics); Milestone; Cladding (metalworking); Burnup; Environmental science; Engineering; Materials science; Mechanical engineering; Nuclear physics; Physics; Systems engineering; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00253059,0.0002825585,0.0006543957,0.0004100917,0.0001238961,0.0001686666,0.0001542644,0.0003981874,0.0002981819],"category_scores_gemma":[0.004497583,0.00025516,0.0000622623,0.0001924282,0.000180092,0.001035263,0.00009353267,0.0001473247,0.000002963504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685214,"about_ca_system_score_gemma":0.0004603378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102366,"about_ca_topic_score_gemma":0.001002232,"domain_scores_codex":[0.9969439,0.0002709558,0.001561571,0.0004665646,0.0005287741,0.0002282224],"domain_scores_gemma":[0.9959341,0.0004825839,0.001812212,0.0002834579,0.001421339,0.00006630395],"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":[0.00001768901,0.00006079628,0.002228756,0.002227492,0.00001572571,0.000001383857,0.001766741,0.0001067091,0.9909451,0.000959217,0.0006316208,0.001038739],"study_design_scores_gemma":[0.001671572,0.001258839,0.5080826,0.004503218,0.0003109697,0.0001033522,0.004122464,0.01415433,0.4488344,0.01255442,0.002588767,0.001815069],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951783,0.0002658988,0.000549693,0.0001848521,0.0005911771,0.001218374,0.0005362472,0.00007449219,0.001400925],"genre_scores_gemma":[0.9519563,0.0001958939,0.04596028,0.00002351548,0.0001605267,0.0000900227,0.001444454,0.00006001987,0.0001089808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5421107,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1403837810919119,"score_gpt":0.2967994030020159,"score_spread":0.1564156219101041,"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."}}