{"id":"W4205344541","doi":"10.3390/ma15010377","title":"Effects of Trace Elements on the Microstructural and Machinability Characteristics of Al–Si–Cu–Mg Castings","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; École de Technologie Supérieure","funders":"","keywords":"Machinability; Materials science; Metallurgy; TRACE (psycholinguistics); Machining","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":[0.0001783424,0.0002761287,0.0002775564,0.0003255174,0.0002893815,0.0004155102,0.00028932,0.0002241625,0.0008829172],"category_scores_gemma":[0.000469768,0.0002513991,0.0002212235,0.0002459719,0.0001777104,0.0001650577,0.0001808456,0.0002427241,0.0002457405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543249,"about_ca_system_score_gemma":0.0002480912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003929912,"about_ca_topic_score_gemma":0.01013975,"domain_scores_codex":[0.9996916,0.00002563019,0.00002707477,0.00004761877,0.0001480426,0.00006006572],"domain_scores_gemma":[0.999608,0.00005390124,0.0001105538,0.00004032446,0.000140812,0.00004638909],"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":[0.0001797028,0.00001507402,0.0009182456,0.00003919714,0.000008005552,0.00005644905,0.00005588001,0.0002686216,0.9960227,0.00001760844,0.00001278336,0.002405738],"study_design_scores_gemma":[0.000002562825,0.0002338106,0.009077812,0.000003706867,0.00001286799,0.00003435694,0.00005099264,0.0007567174,0.9892266,0.000006794267,0.0005889054,0.000004871493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981876,0.0002961875,0.0006239731,0.000009344585,0.000005217115,0.00000780741,0.00006466996,0.00003915319,0.0007660239],"genre_scores_gemma":[0.9974024,0.0001092177,0.001057136,0.000005916644,0.000001960112,0.000003551664,0.00006863692,0.00003527968,0.001315978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003929912,"threshold_uncertainty_score":0.00781405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004948882711058793,"score_gpt":0.1869987390660322,"score_spread":0.1820498563549734,"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."}}