{"id":"W4417273148","doi":"10.31399/asm.hb.v25a.a0007148","title":"Residual Stresses Produced by Surface Compressive Mechanical Straining","year":2025,"lang":"en","type":"book-chapter","venue":"ASM International eBooks","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Peening; Residual stress; Shot peening; Shock (circulatory); Laser peening; Compressive strength; Tribology; Cracking","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":[0.00006111868,0.0001998103,0.0001225072,0.0002411452,0.0001152257,0.0003096478,0.0002090172,0.0002024361,0.002770863],"category_scores_gemma":[0.00008379443,0.00008691323,0.0001248873,0.0001830919,0.0003158696,0.0001856087,0.0001440184,0.0003319729,0.0005215401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748073,"about_ca_system_score_gemma":0.0001063717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002353743,"about_ca_topic_score_gemma":0.0005290264,"domain_scores_codex":[0.9999268,0.000005980109,0.000002083396,0.000008924776,0.00004773202,0.000008601163],"domain_scores_gemma":[0.9999436,0.00001808843,0.000006178385,0.000009744625,0.00001830613,0.000004022626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006755364,0.00002807222,0.0002346284,0.0001745147,0.000006866632,0.000182356,0.0001176467,0.001444506,0.9284562,0.003543044,0.0009242761,0.06482025],"study_design_scores_gemma":[0.00001901628,0.0004806362,0.0047052,0.00004450492,0.00001712504,0.0004625593,0.0001298497,0.005532706,0.9405831,0.00240163,0.0456096,0.00001396859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.790315,0.01442989,0.02694141,0.0003271329,0.0003747937,0.00007859037,0.0002218402,0.0005423247,0.166769],"genre_scores_gemma":[0.9163332,0.002457727,0.003946523,0.0001079066,0.00007165084,0.0000194833,0.0001717604,0.00006229397,0.07682946],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002770863,"threshold_uncertainty_score":0.009269476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220720519293631,"score_gpt":0.2268477104498796,"score_spread":0.2146405052569433,"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."}}