{"id":"W4391469518","doi":"10.1016/j.msea.2024.146156","title":"Microstructure, tensile and bending properties of extruded Al–Mg–Si 6xxx alloys with individual and combined additions of Zr and Mn","year":2024,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Extrusion; Microstructure; Alloy; Ultimate tensile strength; Volume fraction; Homogenization (climate); Metallurgy; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002271188,0.0001850531,0.0002677196,0.0001989514,0.00008126859,0.0002372205,0.00008931752,0.00004913751,0.000008569604],"category_scores_gemma":[0.00003610622,0.0001375305,0.0000078575,0.000200938,0.0005652973,0.0003361011,0.0001095381,0.00007204111,1.922645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001426192,"about_ca_system_score_gemma":0.00002807785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002327682,"about_ca_topic_score_gemma":0.000002599008,"domain_scores_codex":[0.999149,0.000006257219,0.0002107156,0.000236919,0.0001704692,0.0002265911],"domain_scores_gemma":[0.9997243,0.00002124045,0.00002460669,0.0001050811,0.00005340967,0.00007134808],"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":[0.00001157646,0.000001819385,0.00008061995,0.0007393127,0.00003076803,0.000002495459,0.001360722,0.0002650314,0.9970154,0.000161682,0.00004323308,0.0002874078],"study_design_scores_gemma":[0.0002437405,0.0001074822,0.007999646,0.0006033964,0.00004658614,0.0001910847,0.0002415666,0.004292982,0.9857323,0.00003649062,0.0002631901,0.0002415841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964458,0.002874687,0.000040542,0.0000319049,0.0001880834,0.0001452267,0.0001545865,0.0001083514,0.00001083728],"genre_scores_gemma":[0.9980326,0.0001913595,0.001696327,0.00001045393,0.0000209109,0.000008375699,0.000006267181,0.00002685516,0.000006884118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128308,"threshold_uncertainty_score":0.5608333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008408974784396304,"score_gpt":0.174350594177518,"score_spread":0.1659416193931217,"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."}}