{"id":"W2094316799","doi":"10.1016/j.colsurfa.2007.12.025","title":"A coupled electro-hydrodynamic numerical modeling of droplet actuation by electrowetting","year":2007,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Electrowetting; Volume of fluid method; Hysteresis; Mechanics; Laplace's equation; Contact angle; Electric field; Materials science; Electrode; Microfluidics; Digital microfluidics; Boundary value problem; Physics; Breakup; Nanotechnology","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":[0.0003695121,0.0005984329,0.0009305444,0.0005074111,0.0007448128,0.001553453,0.001471392,0.002649256,0.00229111],"category_scores_gemma":[0.00163503,0.0007981604,0.0008941559,0.0004404836,0.001306505,0.001478499,0.001093453,0.0009231028,0.0003035293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150948,"about_ca_system_score_gemma":0.00141318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01564834,"about_ca_topic_score_gemma":0.006715927,"domain_scores_codex":[0.9997682,0.00005038102,0.00001535156,0.00004454283,0.00008046718,0.00004107322],"domain_scores_gemma":[0.9995812,0.0002121692,0.00005227088,0.0000352705,0.00007296301,0.0000461611],"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":[0.00002504797,0.00006716762,0.0002378963,0.00003214637,0.00002539982,0.0000703443,0.00002481792,0.9860169,0.005560957,0.00613085,0.0001388152,0.001669656],"study_design_scores_gemma":[0.000004901569,0.000004661666,0.00004948492,0.000001055866,0.000001919895,0.000003108806,0.000001783304,0.9994097,0.0002378686,0.0001923581,0.00009069723,0.000002552972],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4691142,0.001978395,0.4668425,0.001444773,0.0006414555,0.0003674372,0.0003815777,0.0004472239,0.05878244],"genre_scores_gemma":[0.9618611,0.000540983,0.02371299,0.0002077029,0.00008124366,0.0002408557,0.0001320265,0.00009663183,0.01312632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01564834,"threshold_uncertainty_score":0.03111452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002710129727728783,"score_gpt":0.177249066531259,"score_spread":0.1745389368035302,"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."}}