{"id":"W4294904225","doi":"10.1016/j.msea.2022.143950","title":"Effects of AlMn dispersoids and Al3(Sc,Zr) precipitates on the microstructure and ambient/elevated-temperature mechanical properties of hot-rolled AA5083 alloys","year":2022,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Microstructure; Materials science; Metallurgy","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":[0.0002282064,0.0001912111,0.000238286,0.0001842176,0.0002842774,0.0003393683,0.0001953641,0.0002271332,0.001269177],"category_scores_gemma":[0.0004460234,0.0001791121,0.0001875292,0.0001675164,0.0003019995,0.0001956042,0.0001129392,0.0002641998,0.0001694562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208792,"about_ca_system_score_gemma":0.000280192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003720985,"about_ca_topic_score_gemma":0.006487872,"domain_scores_codex":[0.9998124,0.00002608474,0.0000190686,0.00004094941,0.00005124171,0.00005028009],"domain_scores_gemma":[0.9996852,0.00009493611,0.00008285135,0.00002225898,0.00006701282,0.00004780042],"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":[0.0008737026,0.00003286533,0.000837343,0.00003911314,0.00001053565,0.00007389456,0.00004120991,0.0003289056,0.9966967,0.00003088808,0.00002479006,0.001010048],"study_design_scores_gemma":[0.00001699688,0.0003521135,0.009122783,0.000002461346,0.00001869938,0.00003369833,0.0000450551,0.001121057,0.9890524,0.000007662079,0.0002207525,0.000006297914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993122,0.0001795212,0.0001395081,0.00001088048,0.000006281145,0.000003916115,0.00005413103,0.00001668972,0.0002769433],"genre_scores_gemma":[0.9994055,0.00004652846,0.0001542102,0.000009849027,0.000003243726,0.000002463845,0.0000327796,0.000008603158,0.0003368454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003720985,"threshold_uncertainty_score":0.007398665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004176902035303635,"score_gpt":0.1582650439233662,"score_spread":0.1540881418880626,"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."}}