{"id":"W4286663575","doi":"10.48550/arxiv.1906.00906","title":"Effect of Grain Orientation and Local Strains on Void Growth and\\n Coalescence in Titanium","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; H2020 Marie Skłodowska-Curie Actions; Ministerio de Economía y Competitividad; European Commission","keywords":"Materials science; Void (composites); Coalescence (physics); Crystallography; Titanium; Grain boundary; Metallurgy; Anisotropy; Grain growth; Composite material; Grain size; Microstructure; Optics; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008961266,0.0001095341,0.0001359072,0.0001676206,0.0001804212,0.0003335531,0.0002645388,0.0001657185,0.0006040671],"category_scores_gemma":[0.0003476345,0.0001367832,0.0001230977,0.000154802,0.0003290037,0.0001680692,0.0001906557,0.0001328553,0.00005937234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557836,"about_ca_system_score_gemma":0.0002580539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005687851,"about_ca_topic_score_gemma":0.007127625,"domain_scores_codex":[0.9999576,0.000003854273,0.000002123714,0.000009544358,0.00001285482,0.00001402784],"domain_scores_gemma":[0.9999017,0.00004396456,0.00002670877,0.000007786137,0.000009606531,0.00001028302],"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":[0.0002846097,0.0001847818,0.0211279,0.0001449511,0.00003628395,0.0005367058,0.0003345551,0.5904191,0.3671658,0.003606372,0.0002993273,0.01585963],"study_design_scores_gemma":[0.00001858742,0.0001589935,0.01465843,0.000006537517,0.00001531048,0.00009527933,0.0001643681,0.8950753,0.08880739,0.0005011074,0.0004770978,0.00002162259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980621,0.00004158538,0.001218526,0.000009418128,0.000002190266,0.000001876851,0.00002661756,0.00001934425,0.0006184319],"genre_scores_gemma":[0.9992529,0.00003824167,0.0004587974,0.000002097433,4.141544e-7,0.000001721015,0.00002076462,0.00001007985,0.0002150443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005687851,"threshold_uncertainty_score":0.0113095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027472107283589,"score_gpt":0.1894588155523789,"score_spread":0.169184094479543,"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."}}