{"id":"W1998898142","doi":"10.1115/1.1689357","title":"A Critical Examination of Sachs’ Material-Removal Method for Determination of Residual Stress","year":2004,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Bauschinger effect; Autofrettage; Superposition principle; Residual stress; Mechanics; Residual; Tube (container); Materials science; Strain gauge; Structural engineering; Stress (linguistics); Cylinder stress; Composite material; Mathematics; Plasticity; Engineering; Physics; Mathematical analysis; Ultimate tensile strength","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004649386,0.000108938,0.00035387,0.0004500409,0.00001848703,0.00000785838,0.000224583,0.0003157718,0.000009973566],"category_scores_gemma":[0.000518153,0.0001008908,0.00006632044,0.000176593,0.0000557449,0.0001697899,0.00002301389,0.0001897464,1.787192e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310643,"about_ca_system_score_gemma":0.00003139452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000234621,"about_ca_topic_score_gemma":0.000002540186,"domain_scores_codex":[0.9990221,0.00003564747,0.0005384518,0.00008288711,0.0001776596,0.0001432046],"domain_scores_gemma":[0.9990125,0.0001420057,0.000252189,0.0001488632,0.0004181819,0.00002625882],"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":[0.00008926444,0.0001645657,0.00001685183,0.00128247,0.0001505012,0.00003272885,0.0004601913,0.006602024,0.8899097,0.03103942,0.0001014748,0.07015084],"study_design_scores_gemma":[0.0006512143,0.0004274389,0.0001670565,0.0001927592,0.000188676,0.0001599772,0.0001611703,0.004115985,0.9735073,0.01953994,0.0007953484,0.00009315772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1313045,0.0008008587,0.8666293,0.0003503316,0.0005775123,0.0001564472,0.00006625664,0.00005047643,0.00006434889],"genre_scores_gemma":[0.8005903,0.0000342059,0.199268,0.000003613612,0.00007542273,0.000004322461,0.000002579607,0.00001758475,0.000003960248],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6692858,"threshold_uncertainty_score":0.4114207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110636370633459,"score_gpt":0.2776743823215657,"score_spread":0.2665680186152311,"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."}}