{"id":"W4319591843","doi":"10.1007/978-3-031-22532-1_52","title":"Experimental Investigation of the Effect of High-Temperature Shot Peening on the Surface Integrity of 7010-T7452 Aluminum Alloy","year":2023,"lang":"en","type":"book-chapter","venue":"The minerals, metals & materials series","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Shot peening; Materials science; Peening; Surface roughness; Metallurgy; Residual stress; Alloy; Laser peening; Aluminium; Surface finish; Surface integrity; Composite material","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":[0.0002391707,0.0002698036,0.0002659396,0.0001990077,0.0003752237,0.0002363106,0.0004731728,0.0006493757,0.003695217],"category_scores_gemma":[0.0004234235,0.0002569983,0.0002436867,0.0002984264,0.0005272776,0.000362199,0.0002365098,0.0004674233,0.0003635504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651449,"about_ca_system_score_gemma":0.0002062979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844239,"about_ca_topic_score_gemma":0.002817316,"domain_scores_codex":[0.9997448,0.00002704525,0.0000109306,0.00004450425,0.0001056951,0.0000668823],"domain_scores_gemma":[0.9994511,0.0002281558,0.00006435167,0.00009147979,0.000134807,0.00003021215],"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":[0.0002820754,0.00006374731,0.0003392464,0.00005158246,0.000007722938,0.00005906378,0.00007174908,0.0002931943,0.997358,0.00006252345,0.00007394324,0.001337148],"study_design_scores_gemma":[0.00001380876,0.0008949181,0.006545729,0.000004289584,0.00001306051,0.00006634598,0.00008963018,0.0009348319,0.990984,0.0000217947,0.0004234248,0.000008123606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971348,0.0002567746,0.0006645596,0.00002005759,0.00001306144,0.000009917842,0.0001443717,0.00002984551,0.001726617],"genre_scores_gemma":[0.9971892,0.0001367423,0.0004065009,0.00001303748,0.000005101482,0.000005865771,0.0001377314,0.00001612483,0.002089747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003695217,"threshold_uncertainty_score":0.01236176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353273813613231,"score_gpt":0.2277911353201366,"score_spread":0.2042583971840043,"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."}}