{"id":"W339505622","doi":"10.1016/j.actamat.2015.04.025","title":"Study of 3-D stress development in parent and twin pairs of a hexagonal close-packed polycrystal: Part II – crystal plasticity finite element modeling","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Engineering and Physical Sciences Research Council; DanScatt; Danmarks Frie Forskningsfond; European Synchrotron Radiation Facility","keywords":"Materials science; Plasticity; Crystallite; Voronoi diagram; Stress (linguistics); Crystal twinning; Crystallography; Finite element method; Geometry; Microstructure; Condensed matter physics; Composite material; Structural engineering; Metallurgy; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660678,0.0002857007,0.0003670524,0.0003027427,0.000406811,0.0004754012,0.0008357888,0.0008445362,0.0016227],"category_scores_gemma":[0.0005914383,0.0003490469,0.0004501106,0.0004892745,0.0006254397,0.0003827129,0.0002199116,0.0003989858,0.0001630012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004760659,"about_ca_system_score_gemma":0.0009524163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008158517,"about_ca_topic_score_gemma":0.008012271,"domain_scores_codex":[0.9998994,0.0000138905,0.000006264215,0.00002089927,0.00004186961,0.00001761134],"domain_scores_gemma":[0.9995835,0.0001850462,0.00006162496,0.00005556255,0.000082536,0.00003170962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006982868,0.00009055353,0.004014414,0.00009600108,0.00002449021,0.0002325701,0.0001626538,0.9521069,0.03308871,0.003945097,0.0003037252,0.005865159],"study_design_scores_gemma":[0.000004768027,0.00002073555,0.00146868,0.000002826363,0.000004160453,0.00003351261,0.00002383936,0.9950079,0.00310851,0.0001598561,0.0001590503,0.000006239031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950315,0.0002303952,0.04147638,0.00009874297,0.00001835427,0.00005316461,0.0002795606,0.0002582199,0.007270262],"genre_scores_gemma":[0.991164,0.00006762741,0.007522305,0.000008671072,0.000003407267,0.00002568911,0.0001080672,0.00004608707,0.001054243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008158517,"threshold_uncertainty_score":0.01622206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05969170902741731,"score_gpt":0.2652802371993735,"score_spread":0.2055885281719562,"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."}}