{"id":"W4391474450","doi":"10.1016/j.ijpvp.2024.105143","title":"Residual stresses in autofrettaged functionally graded pressurized thick cylinders","year":2024,"lang":"en","type":"article","venue":"International Journal of Pressure Vessels and Piping","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Autofrettage; Bauschinger effect; von Mises yield criterion; Materials science; Residual stress; Cylinder; Structural engineering; Pressure vessel; Yield (engineering); Stress (linguistics); Material properties; Composite material; Finite element method; Engineering; Plasticity; Mechanical engineering","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":[0.0003796755,0.0001381523,0.000191104,0.0003148346,0.00002615259,0.0002188382,0.0002245901,0.0001033335,0.00007765892],"category_scores_gemma":[0.0001006736,0.0001190315,0.00006656563,0.0001051177,0.00002254926,0.0005056467,0.00003139491,0.0004988321,0.000002188602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002591906,"about_ca_system_score_gemma":0.00005582002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009890361,"about_ca_topic_score_gemma":0.00001298882,"domain_scores_codex":[0.9988686,0.00004451806,0.0004099926,0.0001246609,0.0004100568,0.0001421063],"domain_scores_gemma":[0.9994069,0.0002584418,0.00006892992,0.00006377167,0.0001441775,0.00005779839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001262459,0.0003612274,0.004452024,0.003512164,0.01163977,0.004500242,0.02432012,0.5191458,0.1915374,0.05806378,0.05152011,0.1296849],"study_design_scores_gemma":[0.006208734,0.0003750114,0.01763483,0.007798001,0.0007315538,0.001206491,0.001204671,0.272955,0.04660933,0.03941467,0.6042559,0.001605786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7337562,0.1461638,0.06981238,0.009839867,0.03008473,0.0006187682,0.0001892231,0.0006407031,0.008894371],"genre_scores_gemma":[0.9974999,0.001079976,0.0004807979,0.00008427999,0.0006752081,0.000002549009,0.00000603017,0.00002373066,0.00014751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5527358,"threshold_uncertainty_score":0.4853965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157324957227827,"score_gpt":0.2411429361162968,"score_spread":0.2295696865440186,"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."}}