{"id":"W4413294715","doi":"10.1016/j.msea.2025.148975","title":"Quantitative relationship among processing, microstructure, and tensile properties in bimodal TC11 alloy","year":2025,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Chinese Academy of Sciences; National Natural Science Foundation of China; Canadian Anesthesiologists' Society","keywords":"Microstructure; Materials science; Alloy; Ultimate tensile strength; Metallurgy; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006628315,0.0001729404,0.0002233368,0.0002657939,0.0002735568,0.0005572459,0.0001860478,0.00007200649,0.00001521458],"category_scores_gemma":[0.0003115743,0.0001306118,0.000008866949,0.0004055164,0.000698045,0.0006497651,0.0001424403,0.00007429765,0.000003429717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004350628,"about_ca_system_score_gemma":0.0001238366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002146669,"about_ca_topic_score_gemma":0.00003965007,"domain_scores_codex":[0.9988251,0.00002427707,0.000255952,0.0003860549,0.0001685254,0.0003400577],"domain_scores_gemma":[0.9996247,0.00002801869,0.00004815542,0.0001349507,0.0001090053,0.00005519706],"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":[0.00002810596,0.000004668221,0.004512436,0.0001632413,0.000001196253,0.000002215389,0.0009635778,0.0001565319,0.9930841,0.0009823258,0.00003177035,0.00006979689],"study_design_scores_gemma":[0.0002016538,0.0000431186,0.2109872,0.0002752974,0.000007921861,0.00001467697,0.0002985001,0.0007804228,0.7867137,0.0002875561,0.0001825258,0.000207502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99809,0.0009908304,0.00003994232,0.0001222955,0.0003785238,0.0001815912,0.000009934524,0.00007790033,0.0001089941],"genre_scores_gemma":[0.9977589,0.00001803953,0.001980407,0.00007261304,0.00002074819,0.00002323723,0.000001133354,0.00001055626,0.0001143201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2064747,"threshold_uncertainty_score":0.5373535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136341397512454,"score_gpt":0.2229923819145416,"score_spread":0.2093582421632962,"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."}}