{"id":"W4404350719","doi":"10.1115/pvp2024-121324","title":"Analytical Modeling of Autofrettaged Cylinders With Consideration to Bauschinger Effect and Reduced Elastic Modulus","year":2024,"lang":"en","type":"article","venue":"","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Bauschinger effect; Materials science; Modulus; Elastic modulus; Autofrettage; Composite material","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":[0.0003074472,0.0005094422,0.0004232847,0.0005871506,0.0003258298,0.0004914475,0.001203156,0.001129035,0.0009487795],"category_scores_gemma":[0.0004665687,0.0003118883,0.0004184477,0.0002976274,0.0006442316,0.0004050734,0.0002470707,0.0002632383,0.0002945443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005538836,"about_ca_system_score_gemma":0.0006527437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351544,"about_ca_topic_score_gemma":0.004653862,"domain_scores_codex":[0.9998094,0.0000378758,0.00000751022,0.0000306544,0.00009287288,0.00002168668],"domain_scores_gemma":[0.999792,0.00006694704,0.00005112879,0.00002501182,0.00005431872,0.00001052232],"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":[0.00003249108,0.00002489841,0.0004387336,0.00004307436,0.000008027426,0.0002909982,0.00008532971,0.9621221,0.02837365,0.002506,0.0001673923,0.005907213],"study_design_scores_gemma":[0.000001598596,0.00002130393,0.0002481921,0.000002937617,0.000002268352,0.00002552885,0.000005961717,0.9976124,0.001693181,0.0001281574,0.0002545937,0.000003936458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6324022,0.001465219,0.3409466,0.0002271054,0.00006856919,0.0001468254,0.000354473,0.0008276638,0.02356136],"genre_scores_gemma":[0.9810688,0.0003825601,0.01262507,0.00001487687,0.00001091825,0.00006354475,0.00006704895,0.00003482589,0.005732423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005351544,"threshold_uncertainty_score":0.0106408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385275182069402,"score_gpt":0.2385380611863147,"score_spread":0.2246853093656207,"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."}}