{"id":"W4406944096","doi":"10.1007/s11661-025-07701-y","title":"Simulation of Crystallographic Texture After High Temperature Axisymmetric Extrusion of Aluminum Alloys","year":2025,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; University of British Columbia","funders":"","keywords":"Extrusion; Rotational symmetry; Materials science; Texture (cosmology); Aluminium; Crystallography; Metallurgy; Mechanics; Computer science; Chemistry; Physics; Artificial intelligence; Image (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828669,0.0003297972,0.0004718148,0.0003518053,0.0006180848,0.000672579,0.0007367606,0.000967261,0.005012766],"category_scores_gemma":[0.0009613585,0.0003491424,0.0004054542,0.0004539122,0.0006706831,0.0003533751,0.000295619,0.00043054,0.0002206007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023777,"about_ca_system_score_gemma":0.0009248473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135099,"about_ca_topic_score_gemma":0.01023399,"domain_scores_codex":[0.9999065,0.00001366,0.000003074537,0.00001189088,0.00002710731,0.00003768639],"domain_scores_gemma":[0.9995296,0.0002538832,0.00005906128,0.00003616198,0.00007882189,0.00004233679],"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":[0.0002450251,0.00008552099,0.003062253,0.00005337225,0.00002123271,0.0003165006,0.00005953202,0.9866048,0.00585434,0.001478795,0.0003974655,0.001821083],"study_design_scores_gemma":[0.0000378133,0.00004481957,0.001481884,0.000003006354,0.000004150221,0.00001898676,0.00003244897,0.9966719,0.001347317,0.0001585984,0.0001932817,0.000005815306],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825981,0.0001030984,0.004895096,0.0001683816,0.00004131819,0.00002554621,0.0004375114,0.0002167743,0.01151427],"genre_scores_gemma":[0.9975963,0.00003233277,0.001340758,0.00001532607,0.000005560304,0.00001235417,0.0001560047,0.00004297389,0.0007983159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0135099,"threshold_uncertainty_score":0.0268625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004067191732429921,"score_gpt":0.1986876658034569,"score_spread":0.194620474071027,"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."}}