{"id":"W1748155494","doi":"10.1142/s1758825115500684","title":"Characterization of Polymeric Membranes Under Large Deformations Using Fluid-Structure Coupling","year":2015,"lang":"en","type":"article","venue":"International Journal of Applied Mechanics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Ogden; Hyperelastic material; Mechanics; Nonlinear system; Fluid–structure interaction; Bubble; Coupling (piping); Solid mechanics; Materials science; Physics; Classical mechanics; Finite element method; Thermodynamics; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0001826656,0.0001064841,0.0002090725,0.0001675642,0.00003500997,0.00001211502,0.0002399814,0.00009600476,0.00002865266],"category_scores_gemma":[0.00004600994,0.00009634561,0.00006473369,0.0001120332,0.00001586487,0.0001653368,0.00007175056,0.0001693598,0.00000202099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052526,"about_ca_system_score_gemma":0.00007113702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002322079,"about_ca_topic_score_gemma":0.000001711011,"domain_scores_codex":[0.9989787,0.000004838464,0.0004742311,0.0000719767,0.0003477304,0.0001225132],"domain_scores_gemma":[0.9989746,0.00003154756,0.0003848919,0.00007245448,0.0004782282,0.00005829138],"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":[0.00008799039,0.00002977837,0.00002056774,0.00001089258,0.0001781614,0.000002422232,0.0003922599,0.07799979,0.7981912,0.1230216,0.000002694385,0.00006257927],"study_design_scores_gemma":[0.0007623115,0.00001836435,0.00001528558,0.00003443343,0.00004864118,0.00007526481,0.0004259037,0.8482837,0.1444453,0.005750372,0.00004237934,0.00009796608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4063638,0.0000668965,0.5926926,0.000063445,0.0006497676,0.00003219605,0.00003065936,0.000009949966,0.00009068238],"genre_scores_gemma":[0.995753,0.00006219024,0.003805445,0.0000927103,0.0002105495,8.37761e-7,0.00003473251,0.00001476517,0.00002573379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7702839,"threshold_uncertainty_score":0.392886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458193463278942,"score_gpt":0.2445285875203071,"score_spread":0.2299466528875176,"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."}}