{"id":"W1966755300","doi":"10.1007/s00707-012-0775-0","title":"Capillary collapse of a micro-double cantilever beam: a rigorous study","year":2012,"lang":"en","type":"article","venue":"Acta Mechanica","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cantilever; Capillary action; Solid mechanics; Nonlinear system; Mechanics; Beam (structure); Dimensionless quantity; Timoshenko beam theory; Capillary number; Deformation (meteorology); Materials science; Classical mechanics; Physics; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001921822,0.0001774742,0.0002720541,0.00009609549,0.00004812514,0.00001146391,0.0002463031,0.0001468217,0.0000689275],"category_scores_gemma":[0.00001954964,0.000159637,0.00005607359,0.0002243111,0.00002937316,0.00009777561,0.0001385807,0.0001453953,0.00003511453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005250363,"about_ca_system_score_gemma":0.00002100142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726985,"about_ca_topic_score_gemma":0.00002260936,"domain_scores_codex":[0.9990702,0.00001395326,0.0002426461,0.0001473157,0.0001414446,0.0003844168],"domain_scores_gemma":[0.9993527,0.00002728054,0.00004541137,0.0004731782,0.0000379213,0.00006349623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002217837,0.0001671144,0.0006498389,0.00003589915,0.00008914415,0.000007811853,0.0004772687,0.000001358891,0.9741116,0.0001150787,0.0237962,0.0005265102],"study_design_scores_gemma":[0.0006354311,0.000113189,0.0003857403,0.00002350367,0.00006353022,0.00003559718,0.0009474576,0.00003508332,0.9851662,0.00004920813,0.01231427,0.0002308063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958667,0.002002764,0.0001881271,0.00004427062,0.0004545431,0.0003307301,0.00001207259,0.000530461,0.0005703089],"genre_scores_gemma":[0.9985293,0.0002725301,0.000939064,0.00002218911,0.00005131009,0.00001050252,0.000003912006,0.00003589696,0.0001352712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148194,"threshold_uncertainty_score":0.6509809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708069876538187,"score_gpt":0.2182407092700203,"score_spread":0.2011600105046384,"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."}}