{"id":"W2073729169","doi":"10.1063/1.2137440","title":"Surface instability of a bilayer elastic film due to surface van der Waals forces","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Instability; Bilayer; van der Waals force; Condensed matter physics; Materials science; Poisson's ratio; Elastic modulus; Lipid bilayer mechanics; Elastic instability; Mechanics; Chemistry; Physics; Composite material; Poisson distribution; Lipid bilayer phase behavior; Mathematics","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":[0.0002127175,0.0001871194,0.000404663,0.00004564493,0.00007056181,0.00002425385,0.0001731309,0.00007208857,0.0001346166],"category_scores_gemma":[0.00001997119,0.0001660142,0.0001553321,0.0002994206,0.00002812243,0.0002907985,0.00002299064,0.0002891382,0.00005746309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317061,"about_ca_system_score_gemma":0.00005438082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007438979,"about_ca_topic_score_gemma":0.0000189394,"domain_scores_codex":[0.9987367,0.00001836645,0.0006045693,0.0001205166,0.0002981775,0.000221626],"domain_scores_gemma":[0.9990041,0.0002270428,0.0001916788,0.0002151357,0.0002176252,0.000144416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004902917,0.0001066777,0.0003948416,0.00004184579,0.00009068794,0.000001071436,0.001437467,0.9289294,0.06649368,0.000194489,0.001531177,0.0007295712],"study_design_scores_gemma":[0.001594166,0.0003295274,0.008829559,0.0002391308,0.0003258967,0.00006177067,0.001991448,0.2178049,0.7002888,0.005022491,0.06250836,0.001003915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561944,0.000094257,0.03800955,0.00004297738,0.0003236016,0.0001415273,0.00001503344,0.00004276762,0.005135894],"genre_scores_gemma":[0.9911593,0.00004434408,0.008389516,0.00003453457,0.0002386247,0.000001508863,0.000001305544,0.00003398178,0.00009691532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7111246,"threshold_uncertainty_score":0.6769862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230965902729716,"score_gpt":0.2382628604207938,"score_spread":0.2259532013934967,"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."}}