{"id":"W4320492329","doi":"10.3390/ma16041559","title":"Multipass Friction Stir Processing of Laser-Powder Bed Fusion AlSi10Mg: Microstructure and Mechanical Properties","year":2023,"lang":"en","type":"article","venue":"Materials","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Friction stir processing; Materials science; Equiaxed crystals; Microstructure; Ultimate tensile strength; Grain size; Ductility (Earth science); Rotational speed; Composite material; Metallurgy; Texture (cosmology); Creep","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":[],"consensus_categories":[],"category_scores_codex":[0.000147916,0.0001654433,0.0002667198,0.00007211873,0.0000816416,0.00009615507,0.00007287311,0.000108221,0.0001870514],"category_scores_gemma":[0.00003685844,0.0001296423,0.00001664908,0.00009020619,0.00003599235,0.0001300841,0.00007297959,0.00004128693,0.00001923764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001356215,"about_ca_system_score_gemma":0.000008218912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002017886,"about_ca_topic_score_gemma":0.000002826013,"domain_scores_codex":[0.9992297,0.00003069658,0.0002660657,0.0001697151,0.0001080353,0.000195795],"domain_scores_gemma":[0.9997458,0.00001922821,0.00006043765,0.00009389924,0.00004467644,0.00003597089],"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":[0.00003882907,0.000004741928,0.00001095598,0.001050311,0.00001272379,0.000002735612,0.00031253,0.0003513712,0.9965506,0.000008247911,0.0002506741,0.001406308],"study_design_scores_gemma":[0.0002089101,0.00002603293,0.001970399,0.0001506105,0.00001503181,0.000005975017,0.00009753021,0.000243363,0.9959126,0.000247212,0.0009672804,0.0001550415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985088,0.0001103012,0.00006843972,0.00003578549,0.0005463705,0.0001752081,0.0001414361,0.000379407,0.00003429712],"genre_scores_gemma":[0.9993137,0.0001240045,0.0002149372,0.00001267586,0.0001573984,0.00002791347,0.00005383815,0.00003988889,0.00005563212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001959443,"threshold_uncertainty_score":0.5286658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562692807194617,"score_gpt":0.2133535235298496,"score_spread":0.1977265954579034,"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."}}