{"id":"W2898326966","doi":"10.1115/pvp2018-85050","title":"Beyond Shakedown-Ratcheting Boundary","year":2018,"lang":"en","type":"article","venue":"","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Shakedown; Ratchet; Piping; Structural engineering; Finite element method; Pressure vessel; Materials science; Work (physics); Mechanics; Engineering; Mechanical engineering; Composite material; 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":[0.0005327513,0.0005612564,0.0007143003,0.0006663218,0.0006159618,0.001471612,0.00156477,0.001859889,0.007333763],"category_scores_gemma":[0.002273204,0.0003865364,0.00053198,0.0003349131,0.0008367809,0.002209535,0.0009728882,0.001276194,0.001728252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006406268,"about_ca_system_score_gemma":0.001362909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003273619,"about_ca_topic_score_gemma":0.003572029,"domain_scores_codex":[0.9993879,0.00005269558,0.00003782205,0.0001453309,0.00029569,0.00008064172],"domain_scores_gemma":[0.9990543,0.0002274373,0.0001117335,0.0001851579,0.0003656734,0.00005586949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004078993,0.0002124839,0.007424988,0.0007666475,0.00004280174,0.0008988269,0.0007626266,0.3565037,0.1889012,0.1490512,0.007465521,0.2875622],"study_design_scores_gemma":[0.00003054934,0.0003540565,0.003205642,0.0001363668,0.00002156669,0.0006334443,0.0001587014,0.8669226,0.07736327,0.02218497,0.02887626,0.0001126023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.159208,0.001364011,0.7820682,0.0006451521,0.0003636689,0.0001258906,0.0003671187,0.003552166,0.05230584],"genre_scores_gemma":[0.8510193,0.000441814,0.1282092,0.0002446361,0.00004138275,0.0001046314,0.0003359259,0.0006824147,0.01892073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007333763,"threshold_uncertainty_score":0.02453387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003837653295577731,"score_gpt":0.1922006741274565,"score_spread":0.1883630208318788,"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."}}