{"id":"W2081850053","doi":"10.1179/026708310x12701095964360","title":"Grain structure and texture in aluminium alloy AA5083 after equal angular channel extrusion, warm rolling and subsequent annealing","year":2010,"lang":"en","type":"article","venue":"Materials Science and Technology","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Materials science; Equiaxed crystals; Annealing (glass); Equal channel angular extrusion; Extrusion; Aluminium; Metallurgy; Alloy; Transmission electron microscopy; Grain size; Aluminium alloy; Scanning electron microscope; Composite material; Crystallography; Nanotechnology","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":[0.00113595,0.0002484666,0.0003651276,0.0003821737,0.0003078801,0.0002893409,0.0003428583,0.0003764064,0.00017051],"category_scores_gemma":[0.0002631588,0.000181901,0.00001034701,0.0004092402,0.001544475,0.0003574257,0.000556217,0.0002577712,0.000003586563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001860416,"about_ca_system_score_gemma":0.00007404944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001304909,"about_ca_topic_score_gemma":0.0002434207,"domain_scores_codex":[0.9980917,0.00004029936,0.0003470956,0.0006740968,0.0002473779,0.0005994607],"domain_scores_gemma":[0.9993126,0.00002002547,0.0001034116,0.0003141587,0.000122024,0.0001277405],"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":[0.00004380378,0.000007530095,0.0004700439,0.00004038682,0.000001205165,0.00002081023,0.0005196973,4.810682e-7,0.9957529,0.001663393,0.000006381418,0.001473308],"study_design_scores_gemma":[0.0003239944,0.0001028848,0.001068129,0.00004277725,0.000008239465,0.0002154097,0.0002820881,0.00008544638,0.9818791,0.0153965,0.0003505187,0.000244906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972292,0.000612486,0.00005322459,0.0008735361,0.000803065,0.0002843859,0.00004805849,0.00008824533,0.000007792494],"genre_scores_gemma":[0.9982153,0.00009030566,0.001249025,0.0002940755,0.00009240961,0.00002410429,0.000002779042,0.00001592279,0.00001611789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01387386,"threshold_uncertainty_score":0.7417707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006629049467189592,"score_gpt":0.2198356585094092,"score_spread":0.2132066090422196,"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."}}