{"id":"W4318465265","doi":"10.3390/ma16031110","title":"Effect of Si, Mn, Be and Sr Addition on the Tensile Properties of 6061 Type Alloys: Role of Aging Treatment","year":2023,"lang":"en","type":"article","venue":"Materials","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; Université du Québec à Chicoutimi","funders":"","keywords":"Intermetallic; Materials science; Alloy; Ultimate tensile strength; Metallurgy; Quenching (fluorescence); Precipitation; Phase (matter); Tensile testing; Casting; Scanning electron microscope; Composite material; Chemistry","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":[0.0001701709,0.0001158286,0.0002604515,0.00004671721,0.00002098016,0.00001138648,0.0000585331,0.00003939048,0.00008302915],"category_scores_gemma":[0.00004360436,0.0000640269,0.00002343385,0.00006641353,0.000069407,0.0000342619,0.00002964591,0.00001834436,0.000007934365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001977183,"about_ca_system_score_gemma":0.000005837051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005932202,"about_ca_topic_score_gemma":0.00000521263,"domain_scores_codex":[0.9994707,0.00006492306,0.0001974228,0.00008068619,0.00008229511,0.0001039746],"domain_scores_gemma":[0.9996933,0.00005892116,0.00005314481,0.0001523332,0.00003118403,0.00001115066],"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":[0.00007376741,0.000004529577,0.00005426862,0.000327149,0.00006195535,5.202153e-7,0.0009817351,0.0002115501,0.9973038,0.00001514764,0.0002130909,0.0007525261],"study_design_scores_gemma":[0.0001592879,0.0003687671,0.000443868,0.0001639483,0.00003255727,0.000001671282,0.0001249779,0.00008603034,0.9981626,0.00001879393,0.0003782485,0.0000592294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989034,0.0004152504,1.82056e-7,0.00002796825,0.0001494232,0.0002561049,0.000108136,0.00006381908,0.0000757499],"genre_scores_gemma":[0.9997134,0.0001089965,0.00001313066,0.00000569264,0.00003219805,0.00002540354,0.00002047847,0.00002373291,0.00005700929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00085886,"threshold_uncertainty_score":0.2610941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311073126287192,"score_gpt":0.2009179573262013,"score_spread":0.1878072260633294,"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."}}