{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002468635,0.0001534124,0.0002405541,0.0007931749,0.0002619447,0.0004897547,0.0004720467,0.0005810507,0.001298806],"category_scores_gemma":[0.000576254,0.000194688,0.0001324718,0.0003016182,0.0004802869,0.0003007278,0.0003240776,0.0003517036,0.0002947098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744319,"about_ca_system_score_gemma":0.0001436361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008883783,"about_ca_topic_score_gemma":0.001017421,"domain_scores_codex":[0.9997582,0.00002078975,0.000008907984,0.00004172702,0.0001327097,0.00003759002],"domain_scores_gemma":[0.9997306,0.00007137818,0.00005858667,0.00002506958,0.00008845211,0.00002588531],"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":[0.0003661189,0.00006559357,0.00847215,0.0001187947,0.00001181772,0.0004497631,0.0002177606,0.005187926,0.9659699,0.001683534,0.0001455503,0.01731118],"study_design_scores_gemma":[0.00001256744,0.0005663839,0.07261517,0.0000296038,0.00001547816,0.001357933,0.0002575296,0.01088245,0.9107621,0.000976824,0.002494602,0.00002937023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921638,0.00122344,0.003467909,0.00003572835,0.000008296532,0.00001035507,0.00007064147,0.00004015361,0.002979743],"genre_scores_gemma":[0.9976487,0.0002167582,0.0005087039,0.00001222177,0.000002305767,0.00000519619,0.00007247153,0.00001313927,0.00152054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298806,"threshold_uncertainty_score":0.00434494,"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."}}