{"id":"W2003981450","doi":"10.1016/j.jnucmat.2009.07.006","title":"Modeling texture evolution during uni-axial deformation of Zircaloy-2","year":2009,"lang":"en","type":"article","venue":"Journal of Nuclear Materials","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Los Alamos National Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Crystal twinning; Zirconium alloy; Slip (aerodynamics); Neutron diffraction; Deformation (meteorology); Deformation mechanism; Texture (cosmology); Plasticity; Hardening (computing); Composite material; Stress (linguistics); Zirconium; Metallurgy; Crystallography; Microstructure; Thermodynamics; Crystal structure; 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":[0.0001049363,0.0002419715,0.0002398597,0.0002225438,0.0002387811,0.0004586164,0.0005165078,0.0005993576,0.00122041],"category_scores_gemma":[0.0003472218,0.0002337965,0.0002811069,0.0002396869,0.0002454228,0.0003132175,0.0001431224,0.0001990322,0.0001220175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005857749,"about_ca_system_score_gemma":0.0005220457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666794,"about_ca_topic_score_gemma":0.01557292,"domain_scores_codex":[0.9999599,0.000004188814,0.000002218507,0.000008203411,0.00001295403,0.0000123915],"domain_scores_gemma":[0.9998915,0.00004259828,0.0000238083,0.00001019295,0.00002078473,0.00001114068],"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":[0.0004444902,0.000137423,0.008584193,0.00007455835,0.00003256769,0.0003468243,0.0001163797,0.9159752,0.06306327,0.0009265226,0.0002792614,0.01001936],"study_design_scores_gemma":[0.000008917854,0.00002845568,0.002267267,0.000001252646,0.000004011209,0.00001980055,0.00002218825,0.9936626,0.003784946,0.0000531645,0.0001434058,0.000003971565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918887,0.00007433168,0.005423301,0.00004072554,0.000009870302,0.00001300318,0.0001253135,0.000112562,0.002312267],"genre_scores_gemma":[0.9982995,0.00002012788,0.001084873,0.000004417277,0.000001293079,0.000003875909,0.000059042,0.0000171489,0.0005096468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01666794,"threshold_uncertainty_score":0.03314185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003891215193003,"score_gpt":0.2132124757938655,"score_spread":0.2031735636419355,"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."}}