{"id":"W4408761549","doi":"10.1016/j.jmatprotec.2025.118823","title":"Effect of shot peening temperature on the microstructure induced by surface severe plastic deformation on an austenitic stainless steel","year":2025,"lang":"en","type":"article","venue":"Journal of Materials Processing Technology","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Agence Nationale de la Recherche","keywords":"Shot peening; Materials science; Microstructure; Metallurgy; Austenite; Peening; Austenitic stainless steel; Severe plastic deformation; Deformation (meteorology); Composite material; Residual stress; Corrosion","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":[0.0001277921,0.0001673322,0.0002559669,0.0001320761,0.0001828915,0.0001896537,0.0001794908,0.0002236589,0.001539293],"category_scores_gemma":[0.0002548778,0.0001709404,0.0002111509,0.0001626063,0.0002714006,0.0001512925,0.0001482828,0.0003126182,0.0001744073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565469,"about_ca_system_score_gemma":0.0001586007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295076,"about_ca_topic_score_gemma":0.003103061,"domain_scores_codex":[0.999892,0.000007494856,0.00000726497,0.00002233231,0.00004004317,0.00003087439],"domain_scores_gemma":[0.9998538,0.00003640725,0.00003237992,0.00001755235,0.00004596693,0.00001377679],"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":[0.0001408194,0.000008554446,0.0004307288,0.00004902309,0.00000734954,0.00005947484,0.00004605872,0.0003687603,0.9974517,0.00002211254,0.00002298542,0.001392404],"study_design_scores_gemma":[0.000006392297,0.000571161,0.01447857,0.000004709237,0.00001509955,0.0000686721,0.00008640488,0.001503248,0.9828004,0.00002118527,0.0004338688,0.00001029786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990517,0.0001483513,0.0003990775,0.000009777022,0.000005104196,0.000004926873,0.00005452603,0.00001687104,0.0003095819],"genre_scores_gemma":[0.9992773,0.00008373993,0.0002482211,0.000006979841,0.000001306541,0.000003318519,0.00004769246,0.000008135783,0.0003233023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001539293,"threshold_uncertainty_score":0.005149424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00638700872139234,"score_gpt":0.2430122137154938,"score_spread":0.2366252049941015,"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."}}