{"id":"W18120083","doi":"","title":"Droplet actuation on various electrode shapes in electrowetting-based microfluidics","year":2009,"lang":"en","type":"dissertation","venue":"El día médico","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère du Développement Économique, de l’Innovation et de l’Exportation","keywords":"Electrowetting; Digital microfluidics; Electrode; Microfluidics; Materials science; Mechanics; Laplace's equation; Fluidics; Microsystem; Nanotechnology; Engineering; Physics; Electrical engineering; Boundary value problem","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000262523,0.0003020911,0.0002599276,0.000218099,0.0001597577,0.0003717228,0.0004697075,0.000428461,0.0002063448],"category_scores_gemma":[0.0004314947,0.0002405974,0.0002416145,0.0003028969,0.0002809297,0.000452166,0.0002661841,0.0002193626,0.0001022457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002936272,"about_ca_system_score_gemma":0.0002142464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003398682,"about_ca_topic_score_gemma":0.0005704497,"domain_scores_codex":[0.9998068,0.00001994498,0.00001266362,0.00004156256,0.00009551027,0.00002359788],"domain_scores_gemma":[0.9998271,0.00006565596,0.00003976707,0.00002189356,0.00003292774,0.00001266822],"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":[0.0000216077,0.00001560836,0.0001298797,0.00004391295,0.000002540919,0.00008736999,0.00002065011,0.001535343,0.9932985,0.0002953899,0.00002733746,0.004522074],"study_design_scores_gemma":[0.000009735673,0.0001384471,0.0009111136,0.000005575286,0.000005909919,0.0001263599,0.00001742559,0.02016175,0.9773952,0.000118173,0.00109659,0.00001362372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926335,0.002827331,0.0683227,0.0001387288,0.0001069686,0.00008405755,0.0001216083,0.0002071867,0.001856355],"genre_scores_gemma":[0.9465058,0.001766253,0.0502708,0.00006485632,0.00001368632,0.00004479811,0.0001026903,0.00002215443,0.001208838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004697075,"threshold_uncertainty_score":0.002130449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00486323457752864,"score_gpt":0.2250735083074045,"score_spread":0.2202102737298759,"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."}}