{"id":"W4213002464","doi":"10.1115/1.4053877","title":"Analysis of Stresses and Strains in Stainless Steel 316 L Tubes Subjected to Die Expansion","year":2022,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Materials science; Residual stress; Die (integrated circuit); Thermal expansion; Isotropy; Composite material; Expansion chamber; Finite element method; Ultimate tensile strength; Stress (linguistics); Tube (container); Structural engineering; Mechanical engineering; 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":[0.000293607,0.0001070328,0.0004733007,0.001756707,0.00004155493,0.000009876245,0.0002446409,0.00009274536,0.00009364908],"category_scores_gemma":[0.00007429657,0.0001000433,0.00005353335,0.0009988658,0.00003629033,0.0001101028,0.0001331092,0.0002794419,1.54216e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002339088,"about_ca_system_score_gemma":0.0000248448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001511896,"about_ca_topic_score_gemma":0.00006164613,"domain_scores_codex":[0.9990571,0.00004487507,0.0004526426,0.0001018857,0.0001726053,0.0001708864],"domain_scores_gemma":[0.9995909,0.00004042142,0.0001001665,0.0001565149,0.00007030597,0.00004164727],"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":[0.0001347178,0.0001354495,0.007431937,0.0002661414,0.001581165,0.0001608135,0.001275995,0.1448893,0.833824,0.001660859,0.00009396262,0.008545632],"study_design_scores_gemma":[0.003398901,0.002019197,0.1736788,0.0003930402,0.003955815,0.0002543736,0.01859996,0.01952558,0.739574,0.003510396,0.03392343,0.001166448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997122,0.001803481,0.000575744,0.000102844,0.0001944439,0.00008080107,0.00003326855,0.00004242697,0.00004498352],"genre_scores_gemma":[0.9993094,0.0002215795,0.0004077152,0.000006218214,0.00001465053,0.000007414225,0.000002525547,0.00001283204,0.00001762087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1662469,"threshold_uncertainty_score":0.4079649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007337984918770835,"score_gpt":0.223740916787733,"score_spread":0.2164029318689621,"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."}}