{"id":"W2040790104","doi":"10.1115/1.1331281","title":"Bauschinger Effect Design Procedures for Compound Tubes Containing an Autofrettaged Layer","year":2000,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Autofrettage; Bauschinger effect; Residual stress; Tube (container); Materials science; Pressure vessel; Composite material; Cylinder stress; Residual; Structural engineering; Stress (linguistics); Engineering; Ultimate tensile strength; Mathematics; Plasticity","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":[0.001195906,0.00105772,0.0004428203,0.0004484793,0.0004321178,0.000465449,0.00100504,0.0006288562,0.003420593],"category_scores_gemma":[0.001909877,0.0004611876,0.000573921,0.0001762443,0.0004770224,0.0005177875,0.0003145936,0.0005714025,0.0006331073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004369552,"about_ca_system_score_gemma":0.0007456466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006044527,"about_ca_topic_score_gemma":0.001576772,"domain_scores_codex":[0.9994674,0.0001208356,0.00003545547,0.00008019556,0.0002650994,0.00003098142],"domain_scores_gemma":[0.9991791,0.0002985649,0.000236201,0.0001125535,0.0001578951,0.00001564776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003832576,0.0001898374,0.001491708,0.0007400542,0.00007837127,0.0002695463,0.0006205189,0.3022393,0.3586317,0.04048121,0.002635195,0.2922392],"study_design_scores_gemma":[0.0000879099,0.001552264,0.001828733,0.00006640441,0.0001013667,0.0006145543,0.0000603681,0.7249703,0.2228182,0.006566853,0.04122696,0.000106121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01110744,0.00005010461,0.9872843,0.00001480083,0.00001719616,0.0001568232,0.00002498718,0.0004792905,0.0008651765],"genre_scores_gemma":[0.1901317,0.0002223696,0.8044807,0.00003343412,0.00002464272,0.0006493405,0.00009832966,0.0002387754,0.004120782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003420593,"threshold_uncertainty_score":0.01144302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413986592661049,"score_gpt":0.2508593205821158,"score_spread":0.2367194546555053,"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."}}