{"id":"W1979118746","doi":"10.1115/pvp2005-71646","title":"Plastic Limit Analysis of Perforated Material Under Finite Deformation","year":2005,"lang":"en","type":"article","venue":"","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Finite element method; Deformation (meteorology); Fracture (geology); Plasticity; Limit (mathematics); Mechanics; Path (computing); Boundary value problem; Structural engineering; Composite material; Mathematics; Mathematical analysis; Engineering; Physics; Computer science","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":[0.00005974498,0.00006482698,0.000129335,0.0003055873,0.00001343775,0.0000135467,0.0000466562,0.00004714137,0.001183004],"category_scores_gemma":[0.00001828619,0.0000573513,0.00004601468,0.0004292892,0.000007665279,0.0002000508,0.000007712786,0.00002908903,0.00003708783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003347029,"about_ca_system_score_gemma":0.000003249193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005310329,"about_ca_topic_score_gemma":0.00001871084,"domain_scores_codex":[0.9995417,0.000006244923,0.0002381163,0.00004600152,0.00009099319,0.00007693716],"domain_scores_gemma":[0.9997665,0.00004805162,0.00002921526,0.0001000983,0.00003625103,0.00001989636],"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":[0.000004183638,0.000005455702,0.0002004672,0.0000134217,0.0001358753,3.389227e-8,0.00004456066,0.990454,0.007082374,0.001168856,0.00005532568,0.0008354431],"study_design_scores_gemma":[0.00005204721,0.000009953146,0.002346568,0.0000031231,0.0001218799,1.289056e-7,0.000007930721,0.8822018,0.1149859,0.00006382014,0.0001470829,0.00005976466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742965,0.000003214285,0.1228943,0.00000536301,0.00006124334,0.00004344458,0.00001031444,0.0003607821,0.002324865],"genre_scores_gemma":[0.9955577,0.000004081188,0.004228372,0.00001073619,0.00001967538,0.000003319538,0.00007968101,0.000008807347,0.00008758725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212613,"threshold_uncertainty_score":0.9997301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276481486492284,"score_gpt":0.2269632953063446,"score_spread":0.2141984804414218,"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."}}