{"id":"W2008106483","doi":"10.1115/pvp2010-25911","title":"Non-Cyclic Shakedown-Ratcheting Boundary Determination: Analytical Examples","year":2010,"lang":"en","type":"article","venue":"","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Shakedown; Ratchet; Boundary (topology); Limit (mathematics); Stress (linguistics); Boundary value problem; Action (physics); Mathematics; Structural engineering; Mathematical analysis; Engineering; Physics; Finite element method; Mechanical engineering; Work (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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001227056,0.0001407125,0.0001391417,0.00005700858,0.00009503236,0.0001271758,0.0001452339,0.0001366537,0.001147454],"category_scores_gemma":[0.00002174636,0.0001226314,0.0000603771,0.0001434851,0.00004505329,0.0001436525,0.00002478677,0.0003521323,0.0001784592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001026761,"about_ca_system_score_gemma":0.00001584234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001247391,"about_ca_topic_score_gemma":0.0003168634,"domain_scores_codex":[0.9992714,0.000004872148,0.0001802342,0.0001593687,0.0001364605,0.0002476891],"domain_scores_gemma":[0.999567,0.00004614253,0.0000106527,0.0002338933,0.00003168214,0.0001106374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000015432,0.0001449916,0.03117609,0.0002337921,0.0001862341,0.0001751035,0.001413212,0.0006260134,0.8228649,0.01747322,0.05877778,0.06691321],"study_design_scores_gemma":[0.0009838602,0.000105067,0.1471718,0.00005251412,0.00008563681,0.0001524554,0.000378426,0.2805044,0.0541462,0.0005827315,0.5143402,0.001496856],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849763,0.00002741462,0.00196181,0.0001478245,0.0004706461,0.00007483233,0.000002343958,0.000386588,0.1119522],"genre_scores_gemma":[0.9942157,0.000006099845,0.004301745,0.0001003015,0.0003574392,0.00001024799,0.00001037124,0.00002970058,0.0009684443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7687187,"threshold_uncertainty_score":0.9997656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00677449290403279,"score_gpt":0.2217562380723012,"score_spread":0.2149817451682684,"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."}}