{"id":"W2093257759","doi":"10.1088/0031-9155/57/12/4055","title":"Dilatation parameterization for two-dimensional modeling of nearly incompressible isotropic materials","year":2012,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Compressibility; Plane stress; Isotropy; Elasticity (physics); Linear elasticity; Finite element method; Mathematical analysis; Mathematics; Parametrization (atmospheric modeling); Boundary value problem; Inverse; Deformation (meteorology); Geometry; Mechanics; Physics; Optics","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":[0.0004580388,0.0005389841,0.0006098836,0.0005838947,0.0002127786,0.0006536847,0.0008938484,0.001064837,0.001016297],"category_scores_gemma":[0.001173696,0.0004202354,0.0005970081,0.0005601694,0.0005489999,0.0009223472,0.0007240039,0.000669922,0.0004541752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004502705,"about_ca_system_score_gemma":0.0005247336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008015384,"about_ca_topic_score_gemma":0.0006981702,"domain_scores_codex":[0.9997819,0.00007579306,0.00001456462,0.00003374336,0.00007898809,0.00001504481],"domain_scores_gemma":[0.999757,0.0001058847,0.00004111964,0.00004946749,0.00002803576,0.00001850269],"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":[0.00003747696,0.00003632336,0.0006554808,0.00008412059,0.0000206853,0.0002196717,0.0001531892,0.8666615,0.03532539,0.06428476,0.0008137393,0.03170761],"study_design_scores_gemma":[0.000003957165,0.00001269611,0.0001169962,0.00000541601,0.000003678637,0.00007583533,0.00000760485,0.989035,0.001559615,0.005312412,0.003853269,0.00001343433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007676695,0.0002195087,0.9905959,0.00006803877,0.00003652921,0.00002619456,0.00003917028,0.0001545832,0.001183338],"genre_scores_gemma":[0.4758752,0.001358343,0.5151542,0.0001677626,0.00008087117,0.000511508,0.0002851708,0.0003833322,0.006183519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001064837,"threshold_uncertainty_score":0.003399849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1813410238724024,"score_gpt":0.3525639762873968,"score_spread":0.1712229524149944,"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."}}