{"id":"W2025096885","doi":"10.1016/j.elstat.2012.11.012","title":"Electric-field-induced oscillations of water droplets deposited on insulating surfaces","year":2012,"lang":"en","type":"article","venue":"Journal of Electrostatics","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Electric field; Mechanics; Field (mathematics); Resonance (particle physics); Materials science; Deformation (meteorology); Surface (topology); Magnitude (astronomy); Contact angle; Condensed matter physics; Physics; Atomic physics; Geometry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008980009,0.0001899726,0.0001759733,0.0001922206,0.0001586819,0.0002939403,0.0002750955,0.0002034409,0.001904669],"category_scores_gemma":[0.0003116389,0.0001390032,0.000131762,0.0001880434,0.0003005711,0.0003040919,0.0001987955,0.0003302446,0.0001481358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260696,"about_ca_system_score_gemma":0.00009842333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003308175,"about_ca_topic_score_gemma":0.0003272643,"domain_scores_codex":[0.9999161,0.000006390968,0.000003811733,0.00001870387,0.00002551679,0.00002955018],"domain_scores_gemma":[0.9999067,0.00003685965,0.00001940094,0.000007825736,0.0000128156,0.00001632168],"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":[0.0002598376,0.0000278312,0.0003959003,0.00003435198,0.000007744095,0.0001704201,0.00008939307,0.0002755281,0.996025,0.0002303325,0.00007464869,0.002409116],"study_design_scores_gemma":[0.0000553268,0.0001488162,0.005820318,0.000004941015,0.000008998005,0.00007373154,0.00009616241,0.007191669,0.9859168,0.0001394431,0.0005348548,0.000008877143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981003,0.00008875263,0.0008383388,0.00002952619,0.00001847388,0.000005849188,0.00005362721,0.00001819521,0.0008469127],"genre_scores_gemma":[0.9989775,0.00005007347,0.0003282638,0.00001368357,0.000005102041,0.000003690962,0.00003760038,0.000007815586,0.0005762671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001904669,"threshold_uncertainty_score":0.006371737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101781530135586,"score_gpt":0.229849670218064,"score_spread":0.2196715172045055,"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."}}