{"id":"W4391282068","doi":"10.1115/1.4064579","title":"Analytical Formulation to Predict Residual Stresses in Thick-Walled Cylinders Subjected to Hoop Winding, Shrink-Fit, and Conventional and Reverse Autofrettages","year":2024,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Residual stress; Materials science; Structural engineering; Residual; Cylinder stress; Composite material; Mechanics; Mathematics; Engineering; Ultimate tensile strength; Physics","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":[0.0004424685,0.000601514,0.0004843285,0.0005737922,0.000294205,0.0005747905,0.0007816986,0.001223635,0.0009645963],"category_scores_gemma":[0.001078289,0.0003852986,0.0006742753,0.0003236055,0.000627169,0.0005888035,0.0002785837,0.0004011121,0.0002654349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005684987,"about_ca_system_score_gemma":0.001046634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315774,"about_ca_topic_score_gemma":0.004973679,"domain_scores_codex":[0.99981,0.00003832737,0.0000110168,0.00003068785,0.00007840386,0.00003159144],"domain_scores_gemma":[0.9996837,0.0001308906,0.00006961991,0.00001888476,0.00008717864,0.000009655011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003255887,0.0000472492,0.0007920985,0.00006632331,0.00001204407,0.0002140655,0.0001117367,0.9627612,0.02462814,0.002649801,0.0002151738,0.008469538],"study_design_scores_gemma":[0.00000280529,0.00001923499,0.000205269,0.000006140772,0.000002881945,0.00001572328,0.00002235667,0.997315,0.002088246,0.0002114205,0.0001071645,0.000003873683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4545818,0.000580265,0.5344752,0.0002322724,0.00005445065,0.0001556589,0.0002264057,0.0003894713,0.009304501],"genre_scores_gemma":[0.9743926,0.0003195312,0.02175028,0.00003177279,0.00001322052,0.000107509,0.00008321124,0.00004777791,0.003254181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004315774,"threshold_uncertainty_score":0.008581281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126871212466752,"score_gpt":0.259420353458263,"score_spread":0.2467332322115878,"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."}}