{"id":"W1965918628","doi":"10.1115/imece2013-66844","title":"Modifying Electrode Geometry for Unequal Droplet Splitting in Digital Microfluidics","year":2013,"lang":"en","type":"article","venue":"","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Electrode; Perpendicular; Microfluidics; Digital microfluidics; Materials science; Flexibility (engineering); Geometry; Optics; Nanotechnology; Physics; Electrowetting; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886244,0.0003054538,0.0001820107,0.0001643822,0.0001411247,0.0002935542,0.0005017988,0.0002774095,0.0006522027],"category_scores_gemma":[0.0005036087,0.000175006,0.0001470239,0.0001714854,0.0002971678,0.0003950028,0.0003579982,0.0003064969,0.0002566514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912793,"about_ca_system_score_gemma":0.000110215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196312,"about_ca_topic_score_gemma":0.000250418,"domain_scores_codex":[0.9997888,0.00003067248,0.00002466463,0.00007478615,0.00006420108,0.00001677087],"domain_scores_gemma":[0.999795,0.00007107777,0.00005320931,0.00004463715,0.00002119168,0.00001496764],"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":[0.0000236511,0.00001186289,0.00009428778,0.000045987,0.000003919631,0.00005174863,0.0000191189,0.0004127117,0.9930022,0.0005473316,0.00004189098,0.005745263],"study_design_scores_gemma":[0.00001281124,0.00008466536,0.0004955832,0.000003411871,0.00001192241,0.0001861701,0.00001169803,0.003586513,0.9919837,0.0002252929,0.003388149,0.00001009306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8140349,0.002117852,0.177683,0.0002785808,0.0002733791,0.0001492345,0.0001803521,0.0003302861,0.004952442],"genre_scores_gemma":[0.8963434,0.0009262274,0.1011756,0.0001036669,0.00002905924,0.00007286357,0.0001184674,0.00003194163,0.00119878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006522027,"threshold_uncertainty_score":0.002181828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006203771893206452,"score_gpt":0.1918246135333212,"score_spread":0.1856208416401148,"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."}}