{"id":"W3200655974","doi":"10.3390/ma14195489","title":"Enhanced Elevated-Temperature Strength and Creep Resistance of Dispersion-Strengthened Al-Mg-Si-Mn AA6082 Alloys through Modified Processing Route","year":2021,"lang":"en","type":"article","venue":"Materials","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Extrusion; Creep; Alloy; Microstructure; Metallurgy; Ultimate tensile strength; Yield (engineering); Precipitation hardening; Strengthening mechanisms of materials; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001250387,0.0003583099,0.0005725359,0.00004203665,0.0001161492,0.0002022199,0.0001981402,0.000201737,0.0001581725],"category_scores_gemma":[0.00007263256,0.0003186149,0.00005214384,0.0001897876,0.0001164565,0.0003245986,0.0001055659,0.0001414753,0.00000539853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006579534,"about_ca_system_score_gemma":0.00005629984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838759,"about_ca_topic_score_gemma":0.00004634205,"domain_scores_codex":[0.99835,0.00008203179,0.0005406258,0.0004172248,0.0002324458,0.0003776404],"domain_scores_gemma":[0.9992193,0.0000372784,0.0001220665,0.0003955575,0.000161283,0.00006449524],"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":[0.00009531887,0.00001792265,0.00001322379,0.0006096839,0.00007864002,0.00001321717,0.001696421,0.0001989329,0.996451,0.0001405692,0.0003315243,0.0003535239],"study_design_scores_gemma":[0.0005558279,0.00001697547,0.0003232135,0.000363721,0.00004431137,0.000009057949,0.0003482432,0.0001092005,0.9960048,0.0001965889,0.001670961,0.0003571302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947183,0.003397841,0.0001954875,0.0001142403,0.0004155214,0.0001928522,0.0002360952,0.0002306251,0.0004990687],"genre_scores_gemma":[0.9948418,0.0005234991,0.003542842,0.00009049122,0.0001069634,0.0000187847,0.0001474628,0.00008435218,0.0006437788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003347354,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008117272950515045,"score_gpt":0.2089498778599868,"score_spread":0.2008326049094718,"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."}}