{"id":"W4372295560","doi":"10.3390/jne4020026","title":"Strain Localisation and Fracture of Nuclear Reactor Core Materials","year":2023,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Queen's University","funders":"Atomic Energy of Canada Limited","keywords":"Necking; Materials science; Dislocation; Embrittlement; Hardening (computing); Intergranular corrosion; Martensite; Ductility (Earth science); Stress (linguistics); Creep; Composite material; Crystallography; Microstructure; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005737031,0.0001143819,0.0002968574,0.0001248737,0.00003580648,0.00009524026,0.0001510278,0.00008303588,0.0009073199],"category_scores_gemma":[0.0001149667,0.00009046603,0.00004307221,0.00009117562,0.00003850275,0.00027713,0.00005898379,0.00009236419,0.00006171167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002077416,"about_ca_system_score_gemma":0.00001216843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001336042,"about_ca_topic_score_gemma":1.809487e-7,"domain_scores_codex":[0.9990669,0.00002717548,0.000426607,0.00009415627,0.0002207545,0.0001644233],"domain_scores_gemma":[0.999446,0.00003549525,0.0002588714,0.0001111079,0.00007633207,0.00007222787],"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":[0.00007170106,0.000009171499,0.000006388114,0.0001267603,0.00001236192,0.00001654211,0.000852118,0.0008176388,0.9962236,0.0003871635,0.001269192,0.0002073565],"study_design_scores_gemma":[0.001980733,0.001395994,0.04003843,0.001469825,0.000155945,0.0005278871,0.002584774,0.005045074,0.7598714,0.0008098604,0.1851854,0.0009346596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988678,0.0000533677,0.00001260496,0.0002867331,0.0006078775,0.00005083267,0.00002998859,0.00005929033,0.00003151345],"genre_scores_gemma":[0.9982269,0.0001015459,0.001290766,0.0000777528,0.0002442815,2.320068e-7,0.000001562538,0.00004773525,0.000009201999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363522,"threshold_uncertainty_score":0.9934517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983700505808471,"score_gpt":0.2157530848264581,"score_spread":0.1959160797683734,"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."}}