{"id":"W2953181100","doi":"10.48550/arxiv.1906.00906","title":"Effect of Grain Orientation and Local Strains on Void Growth and Coalescence in Titanium","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Void (composites); Coalescence (physics); Crystallography; Titanium; Grain boundary; Metallurgy; Anisotropy; Composite material; Grain growth; Grain size; Microstructure; Optics; Chemistry","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":[0.0002717252,0.0001663973,0.000277445,0.00009482533,0.00003100591,0.00002104897,0.0001659595,0.0001689503,0.00002311242],"category_scores_gemma":[0.00004789942,0.0001464119,0.00003329352,0.00008495338,0.0002012586,0.00008962323,0.0002774411,0.0002139013,0.000009501933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004448116,"about_ca_system_score_gemma":0.00003864812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003084403,"about_ca_topic_score_gemma":0.00009114548,"domain_scores_codex":[0.9989842,0.0001723568,0.0001275638,0.0005108335,0.00005487454,0.0001502416],"domain_scores_gemma":[0.9995157,0.00007915504,0.0001079621,0.0002105678,0.00003003671,0.0000566521],"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":[0.001402476,0.00007974968,0.009153542,0.002616427,0.00002542829,0.000113465,0.0008080164,0.00652884,0.9356248,0.04242787,0.00005295906,0.001166458],"study_design_scores_gemma":[0.002515687,0.001779246,0.008067641,0.0008024824,0.0001280432,0.000008608748,0.0005549465,0.01008222,0.9652603,0.01014508,0.00001747661,0.0006383053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939926,0.00004576271,0.005102299,0.00001102079,0.0002467205,0.0003103006,0.00003561671,0.00001693289,0.0002386914],"genre_scores_gemma":[0.9997226,0.0001069455,0.00003571429,0.00002684511,0.0000131841,3.611455e-7,0.000007477684,0.000008400837,0.000078442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03228279,"threshold_uncertainty_score":0.5970502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353970491533232,"score_gpt":0.1848864698465165,"score_spread":0.1613467649311842,"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."}}