{"id":"W2794092746","doi":"10.1111/ffe.12775","title":"Ratcheting in pressurized pipes and equipment: A review on affecting parameters, modelling, safety codes, and challenges","year":2018,"lang":"en","type":"review","venue":"Fatigue & Fracture of Engineering Materials & Structures","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Shakedown; Structural engineering; Materials science; Parametric statistics; Hardening (computing); Deformation (meteorology); Creep; Kinematics; Catastrophic failure; Engineering; Finite element method; Composite material; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009948134,0.001232343,0.001595169,0.003886569,0.0003965495,0.001181248,0.001271174,0.001453829,0.002568964],"category_scores_gemma":[0.001392196,0.0006331792,0.000844144,0.003386291,0.0006350726,0.001955811,0.0006550895,0.0008617509,0.001046258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005466929,"about_ca_system_score_gemma":0.001352297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910753,"about_ca_topic_score_gemma":0.002073085,"domain_scores_codex":[0.9994081,0.00007803359,0.0001064363,0.0001229383,0.0002559358,0.00002857939],"domain_scores_gemma":[0.998879,0.0005650427,0.0001776118,0.00004182788,0.000309449,0.00002692141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005009815,0.0001380866,0.000734459,0.06587666,0.0001166504,0.0003157895,0.0002172707,0.004230326,0.005221445,0.0132966,0.0145695,0.8952332],"study_design_scores_gemma":[0.000008987907,0.0002793772,0.00182447,0.01119406,0.0002292971,0.0017062,0.0002581201,0.001434288,0.004459049,0.004555795,0.9739693,0.00008100333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005470701,0.9969342,0.0009757104,0.0001253989,0.000150067,0.000009969353,0.00002751346,0.00001417296,0.001215905],"genre_scores_gemma":[0.003499593,0.9943417,0.000991784,0.00007971371,0.0001299803,0.00001462327,0.00004230673,0.000005844448,0.0008944041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003886569,"threshold_uncertainty_score":0.008594036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575735954925641,"score_gpt":0.2664657151770763,"score_spread":0.2307083556278199,"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."}}