{"id":"W4385143949","doi":"10.1093/micmic/ozad067.797","title":"A Conventional and High Resolution Electron Backscatter Diffraction (EBSD) Study of Stress Fields around Hydrides in Zircaloy-4","year":2023,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Engineering and Physical Sciences Research Council","keywords":"Electron backscatter diffraction; Materials science; Electron diffraction; Stress (linguistics); Zirconium alloy; Diffraction; Metallurgy; Optics; Microstructure; Physics","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":[0.0003518927,0.0001156234,0.0002704952,0.0001785436,0.0001159545,0.0001028424,0.00007376121,0.00006673173,0.0001759053],"category_scores_gemma":[0.00001290423,0.00009942846,0.0000317854,0.000220772,0.00008326482,0.000157779,0.00008032315,0.00006820048,0.00002358915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002244594,"about_ca_system_score_gemma":0.0000114367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002609608,"about_ca_topic_score_gemma":0.00101437,"domain_scores_codex":[0.9989679,0.0001278658,0.000304763,0.0002926264,0.000108973,0.0001978231],"domain_scores_gemma":[0.9996538,0.00004108533,0.00010419,0.0001380541,0.00003326162,0.0000295816],"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":[0.0001557304,0.0001235374,0.01080511,0.00005822827,0.00003056711,0.000002860342,0.0006946441,0.00005568897,0.9877263,0.00001496655,0.0001605483,0.0001717805],"study_design_scores_gemma":[0.001048447,0.0003287937,0.1814775,0.00007094572,0.000146638,0.000005091445,0.001854153,0.000217152,0.8139603,0.000343488,0.0003379548,0.0002094902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992128,0.00028785,0.00003538197,0.0001579405,0.0001030216,0.0001379662,0.00002989749,0.00002277389,0.00001235873],"genre_scores_gemma":[0.9992699,0.0002133476,0.000116251,0.00003690716,0.00003453073,0.00001278564,0.00002508322,0.000009781702,0.0002813826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.173766,"threshold_uncertainty_score":0.4054575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293043087913852,"score_gpt":0.2603672804067096,"score_spread":0.2474368495275711,"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."}}