{"id":"W4413840183","doi":"10.1016/j.matdes.2025.114645","title":"Anisotropic yielding and spontaneous shear plastic deformation of extruded AZ31 alloy in σ-τ space: Inverse Swift effect","year":2025,"lang":"en","type":"article","venue":"Materials & Design","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; National Major Science and Technology Projects of China; Natural Science Foundation of Chongqing; State Key Laboratory of Materials Processing and Die and Mould Technology; Nanjing Tech University; National Natural Science Foundation of China; McMaster University","keywords":"Materials science; Anisotropy; Composite material; Alloy; Shear (geology); Inverse; Severe plastic deformation; Swift; Geometry; Optics","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":[0.0006457481,0.0001697469,0.0003386164,0.0001349423,0.00009554913,0.0001149195,0.0001735113,0.00009677919,0.0004676822],"category_scores_gemma":[0.0001317655,0.0001416755,0.00002165432,0.0001633819,0.00007763873,0.0001718976,0.00009761392,0.00004581687,0.00005349894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000514912,"about_ca_system_score_gemma":0.00005320678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003978873,"about_ca_topic_score_gemma":0.0000484266,"domain_scores_codex":[0.9987352,0.0001876189,0.0004298021,0.0002600601,0.0001354453,0.000251868],"domain_scores_gemma":[0.9993513,0.0002077431,0.0001269722,0.0002351886,0.0000349162,0.00004389992],"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":[0.0002541848,0.00002808454,0.0001541282,0.0002964291,0.000003894949,0.00001752813,0.0002070837,0.0004263863,0.9955625,0.00278569,0.0001365442,0.0001275257],"study_design_scores_gemma":[0.0006147566,0.0002042443,0.002444673,0.0001418098,0.00003987513,0.00003341938,0.00009417292,0.0006280449,0.9947765,0.0006635914,0.0002010199,0.00015783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961409,0.00006774108,0.002381358,0.0000967219,0.0003454017,0.0006429672,0.00001080332,0.00005665963,0.0002574324],"genre_scores_gemma":[0.9962651,0.00002988094,0.003372859,0.00004845739,0.00002902762,0.0001097263,0.000005308267,0.00001264712,0.0001269919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002290545,"threshold_uncertainty_score":0.5777358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115927141536705,"score_gpt":0.224459972463888,"score_spread":0.2133007010485209,"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."}}