{"id":"W4388997066","doi":"10.1016/j.ijplas.2023.103819","title":"Fatigue crack growth behavior of an additively manufactured titanium alloy: Effects of spatial and crystallographic orientations of α lamellae","year":2023,"lang":"en","type":"article","venue":"International Journal of Plasticity","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"China Scholarship Council; Beihang University; Natural Sciences and Engineering Research Council of Canada; Toronto Metropolitan University","keywords":"Materials science; Shearing (physics); Titanium alloy; Composite material; Deformation (meteorology); Titanium; Alloy; Metallurgy; Crystallography","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":[0.00008855856,0.0001058727,0.0002425819,0.0002730885,0.00001536788,0.00001430255,0.0001669753,0.00005153581,0.0001122074],"category_scores_gemma":[0.0002052268,0.00009527075,0.00006207588,0.00007656782,0.00009473226,0.0001748016,0.00003209639,0.0000907939,5.694725e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001451055,"about_ca_system_score_gemma":0.00002328828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005596764,"about_ca_topic_score_gemma":0.00002564718,"domain_scores_codex":[0.9990742,0.00003028012,0.0004133825,0.00007389643,0.0003225593,0.00008572669],"domain_scores_gemma":[0.9987947,0.0003812797,0.0003130982,0.00003585389,0.0004236134,0.00005149148],"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":[0.0004455051,0.0003198052,0.009178234,0.00120595,0.0008983373,0.0001912078,0.001375882,0.0218236,0.9604912,0.0009826134,0.0003397781,0.002747931],"study_design_scores_gemma":[0.0005120259,0.0002387965,0.3223534,0.0001783343,0.00007422279,0.00001753002,0.00006167071,0.000579237,0.675331,0.0005424864,0.0000328766,0.00007843399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903328,0.00001502278,0.008390912,0.00001097856,0.0006185728,0.00006945817,0.0005077024,0.00001761389,0.0000369018],"genre_scores_gemma":[0.9990979,0.00008627971,0.0006255649,0.000003179447,0.0001357482,0.000003282407,0.00003127116,0.00001394243,0.000002780542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3131752,"threshold_uncertainty_score":0.3885028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00940166489997367,"score_gpt":0.2429220477688141,"score_spread":0.2335203828688404,"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."}}