{"id":"W2802823017","doi":"10.1139/tcsme-2017-1014","title":"EFFECT OF PRE- AND POST-WELD SHOT PEENING ON THE MECHANICAL & TRIBOLOGICAL PROPERTIES OF TIG WELDED ALUMINUM 6061-T6 ALLOY","year":2017,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"German-Jordanian University","keywords":"Materials science; Shot peening; Peening; Welding; Ultimate tensile strength; Metallurgy; Ductility (Earth science); Gas tungsten arc welding; Alloy; Tribology; Composite material; Residual stress; Arc welding","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001882083,0.0003143061,0.0002666395,0.0001916165,0.0001586967,0.0002320527,0.0002294785,0.0003263664,0.001469689],"category_scores_gemma":[0.0006141833,0.0002001247,0.0002123181,0.0001781507,0.0002722216,0.0003155795,0.0002100162,0.0002980533,0.0001380912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649817,"about_ca_system_score_gemma":0.0001370443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007048747,"about_ca_topic_score_gemma":0.001958898,"domain_scores_codex":[0.9998184,0.00001721025,0.00001238258,0.00003099024,0.00007884413,0.00004213534],"domain_scores_gemma":[0.9996787,0.0001275012,0.00006255172,0.00003357188,0.00006760551,0.00003009111],"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":[0.0002779918,0.00003395238,0.0007871503,0.00007182271,0.00001427651,0.0001123062,0.00005728549,0.0006522103,0.9943072,0.00002258319,0.00001879875,0.003644487],"study_design_scores_gemma":[0.000005975875,0.0007764965,0.01323559,0.000004199072,0.00002158927,0.00009948239,0.00007447989,0.001114523,0.9843562,0.00001435708,0.0002881189,0.000008901633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99873,0.0002544869,0.0006394858,0.000007944118,0.000006615768,0.000006418659,0.00002125441,0.00001559497,0.0003180984],"genre_scores_gemma":[0.9986989,0.0001257004,0.0005628149,0.00001095197,0.000002048436,0.000003177222,0.00002906268,0.000008700074,0.0005586441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001469689,"threshold_uncertainty_score":0.004916668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269376315077704,"score_gpt":0.2261780720603489,"score_spread":0.2034843089095719,"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."}}