{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004460314,0.000242318,0.000352765,0.0001306046,0.0002114262,0.000117563,0.0002518166,0.00006169236,0.00001355277],"category_scores_gemma":[0.0001266258,0.0001576439,0.00002216721,0.0002635063,0.0003583403,0.0001400661,0.0002568139,0.0001710345,2.767236e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000369777,"about_ca_system_score_gemma":0.00002404715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002545164,"about_ca_topic_score_gemma":8.720565e-7,"domain_scores_codex":[0.9988168,0.00003789705,0.0002523152,0.0002812586,0.000313399,0.0002983173],"domain_scores_gemma":[0.9995878,0.00005908254,0.00004763572,0.000185517,0.00005420099,0.0000658129],"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":[0.00006219723,0.000007237377,0.00004056529,0.0004951395,0.00002956025,0.000001972286,0.001904476,0.001007561,0.9962645,0.000120204,0.00002751209,0.00003911987],"study_design_scores_gemma":[0.000315473,0.0001552402,0.003830927,0.0001296313,0.00002506368,0.00003915444,0.0002128016,0.001704336,0.9933208,0.00001639642,0.0000594879,0.0001907527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978371,0.00120068,0.000004810436,0.00006445028,0.000409666,0.000375266,0.00003335984,0.00007169326,0.000002923396],"genre_scores_gemma":[0.9994766,0.0001402122,0.0002179363,0.0000332154,0.00002869636,0.00005549793,0.000001750661,0.00003114754,0.00001493824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003790361,"threshold_uncertainty_score":0.6428531,"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."}}