{"id":"W2017806013","doi":"10.2320/matertrans.45.3343","title":"Grain Boundary Morphology and Its Effect on Creep of TiAl Alloys","year":2004,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Division of Materials Research","keywords":"Materials science; Creep; Grain boundary; Microstructure; Lamellar structure; Grain boundary strengthening; Grain Boundary Sliding; Equiaxed crystals; Metallurgy; Grain boundary diffusion coefficient; Grain size; Composite material; Diffusion creep","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":[0.00006609716,0.0001092603,0.000183531,0.0000551613,0.00005197744,0.00001992399,0.00004728452,0.00005482594,0.0002112302],"category_scores_gemma":[0.00000370616,0.00009428144,0.00003467872,0.00003208795,0.00004175917,0.00007000267,0.000002351071,0.0000592244,0.00002033211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001821129,"about_ca_system_score_gemma":0.000005894226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001660625,"about_ca_topic_score_gemma":0.000009301089,"domain_scores_codex":[0.9995478,0.00001823381,0.0001554079,0.00009625057,0.00005216933,0.0001301455],"domain_scores_gemma":[0.9998537,0.00001302474,0.00001475544,0.00007778677,0.00001202939,0.00002875254],"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":[0.00004107335,0.00001750803,2.361096e-7,0.00009251235,0.00003625662,0.000005015533,0.00006884138,0.01354251,0.9850267,0.0004846722,0.000003114506,0.0006816331],"study_design_scores_gemma":[0.0004647589,0.0002726684,0.0001042709,0.00003928519,0.00002111664,0.00001970967,0.000006692218,0.00007546265,0.9977384,0.0003136882,0.0008442166,0.00009976095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931778,0.00008794081,0.005357862,0.00004478537,0.0007105597,0.000127912,0.00007287676,0.00009194041,0.0003283778],"genre_scores_gemma":[0.9995362,0.00007325437,0.0001962709,0.00002373391,0.00003868487,0.00002582472,0.000005919576,0.00002304862,0.00007704219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346704,"threshold_uncertainty_score":0.3844686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007743328447265985,"score_gpt":0.2100921657504669,"score_spread":0.2023488373032009,"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."}}