{"id":"W4388592580","doi":"10.1016/j.actamat.2023.119525","title":"Evolution of in-plane strain fields onset of a plastically deforming crack in zirconium","year":2023,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"University Network of Excellence in Nuclear Engineering; Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Microscale chemistry; Materials science; Digital image correlation; Lüders band; Slip (aerodynamics); Electron backscatter diffraction; Plasticity; Finite element method; Isotropy; Equidistant; Plane stress; Slip line field; Mechanics; Shear (geology); Composite material; Geometry; Structural engineering; Microstructure; Optics; Thermodynamics","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":[0.0003817829,0.00008822313,0.0002426601,0.000114599,0.00001392914,0.00001626632,0.0001706073,0.0001104312,0.0005862609],"category_scores_gemma":[0.0001633432,0.00007196478,0.0000217254,0.00016047,0.00005431104,0.0001211165,0.00008590559,0.00005597459,0.0000402406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003349513,"about_ca_system_score_gemma":0.00006376948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000787218,"about_ca_topic_score_gemma":0.0004187832,"domain_scores_codex":[0.999007,0.00005936989,0.0004198189,0.0001585659,0.0001242512,0.0002310183],"domain_scores_gemma":[0.999665,0.00003442225,0.00009387667,0.0001536393,0.00002561297,0.00002744584],"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":[0.0001680972,0.00001872819,0.0002911556,0.0001399336,0.000001396858,0.000009086268,0.0002762015,0.000009835099,0.9979999,0.0007549613,0.0002951187,0.00003558302],"study_design_scores_gemma":[0.0003797092,0.0001074436,0.01140452,0.0001230886,0.000004500858,0.000006726906,0.0001630467,0.00007878005,0.9847127,0.002821252,0.0001090344,0.00008916013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984134,0.000007807373,0.00003533138,0.00007452036,0.001078012,0.0001197324,0.0001592186,0.00003090432,0.0000811084],"genre_scores_gemma":[0.9995248,0.000005188373,0.0002879673,0.00001814242,0.0000314637,0.000006177476,0.00001915714,0.000007702941,0.00009934019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328717,"threshold_uncertainty_score":0.6419145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606906072629615,"score_gpt":0.2439240944581147,"score_spread":0.2278550337318186,"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."}}