{"id":"W4412446968","doi":"10.1016/j.intermet.2025.108917","title":"In-situ formation and regulation of Ti2AlC particles with low aspect ratio and their influence mechanisms on microstructure and mechanical properties in Ti-46Al-8Nb-1.5Cr-xC alloy","year":2025,"lang":"en","type":"article","venue":"Intermetallics","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"MD Precision (Canada)","funders":"National Natural Science Foundation of China","keywords":"Materials science; Microstructure; Alloy; In situ; Metallurgy; Composite material; Organic 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":[0.0001130917,0.0001876993,0.0002518593,0.0001621785,0.00003037192,0.000063445,0.00007335866,0.00008036262,0.0000017981],"category_scores_gemma":[0.00002779248,0.0001318846,0.00001896098,0.0001239095,0.00008414205,0.0004293005,0.00005692965,0.0001585691,3.91773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003522093,"about_ca_system_score_gemma":0.00001164382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001059676,"about_ca_topic_score_gemma":0.0003460374,"domain_scores_codex":[0.9992378,0.00002746222,0.0003075007,0.000185935,0.00007930124,0.0001620059],"domain_scores_gemma":[0.9997208,0.00002628018,0.00005041608,0.0001294168,0.00004506492,0.00002805971],"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":[0.00009996339,0.00002070935,0.00006064293,0.000246224,0.00002937356,0.000002243564,0.0008229762,0.00443417,0.9743597,0.01645884,0.00000273976,0.00346242],"study_design_scores_gemma":[0.0006427123,0.0001798782,0.006580344,0.0007152731,0.00001210423,0.00001657866,0.0003120367,0.07073927,0.9092488,0.01127564,0.00009347853,0.0001838979],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997691,0.0002247557,0.001525425,0.0001086295,0.0000457066,0.0002650752,0.000003926845,0.00003035296,0.0001050903],"genre_scores_gemma":[0.9989116,0.0001816325,0.0007025138,0.0001051488,0.000006244354,0.00002342983,0.000002841926,0.00001584009,0.00005076068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06630509,"threshold_uncertainty_score":0.5378097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005716650333826669,"score_gpt":0.1902043794359604,"score_spread":0.1844877291021338,"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."}}