{"id":"W2893078966","doi":"10.1016/j.cma.2018.09.023","title":"Nonlinear higher-order shell theory for incompressible biological hyperelastic materials","year":2018,"lang":"en","type":"article","venue":"Computer Methods in Applied Mechanics and Engineering","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hyperelastic material; Compressibility; Ogden; Cylinder; Shell (structure); Mechanics; Deformation (meteorology); Materials science; Nonlinear system; Classical mechanics; Rotational symmetry; Mathematics; Physics; Geometry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006610061,0.0002385862,0.0003543851,0.000119708,0.0000513745,0.00006151484,0.0001525357,0.0001916918,0.00002840504],"category_scores_gemma":[0.0000241714,0.0002253246,0.00002576001,0.0001282092,0.00001600867,0.00003977031,0.0001347811,0.0001331683,0.000004857132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002531863,"about_ca_system_score_gemma":0.000005741837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.460671e-7,"about_ca_topic_score_gemma":2.754041e-7,"domain_scores_codex":[0.9989751,0.00002985531,0.0003148931,0.0002737346,0.00005069401,0.0003557407],"domain_scores_gemma":[0.999388,0.000330355,0.00002350861,0.0001557116,0.0000270089,0.00007535223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004391651,0.00001922037,3.278943e-7,0.0002488848,0.00003372471,0.000001226991,0.0001086675,0.06410936,0.7417982,0.1797574,0.00001135869,0.01386771],"study_design_scores_gemma":[0.0004516779,0.00008011981,0.000007849038,0.00007582655,0.00001451397,0.00000363911,0.00000663709,0.8756143,0.09774952,0.02341923,0.002273399,0.0003032295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03076685,0.0001242463,0.9661542,0.000004182209,0.002281981,0.0002499178,0.0000110583,0.0002866567,0.0001209483],"genre_scores_gemma":[0.1821067,0.00005035806,0.8170148,0.00003820656,0.0006631457,0.00006681422,0.000007583547,0.0000489396,0.000003381723],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.811505,"threshold_uncertainty_score":0.9188469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090271650487347,"score_gpt":0.2781594986562287,"score_spread":0.2472567821513553,"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."}}