{"id":"W2031616891","doi":"10.1039/c0lc00103a","title":"Liquid DEP actuation and precision dispensing of variable volume droplets","year":2010,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Alberta","keywords":"Jet (fluid); Microfluidics; Dielectrophoresis; Volume (thermodynamics); Mechanics; Volume of fluid method; Rayleigh scattering; Capacitance; Electrode; Materials science; Nanotechnology; Optics; Physics; Breakup; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000113554,0.00007334443,0.00009307201,0.00006008476,0.00003073399,0.00001271758,0.00006169275,0.00009796824,0.00001630596],"category_scores_gemma":[0.0001403424,0.00006767023,0.0000123306,0.00009190448,0.00002454006,0.00004580676,0.0000208783,0.0001943501,0.000007876621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009697621,"about_ca_system_score_gemma":0.000006714673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001546812,"about_ca_topic_score_gemma":0.00001264041,"domain_scores_codex":[0.9996099,0.000005321313,0.0001003713,0.00009803067,0.0000607517,0.0001256283],"domain_scores_gemma":[0.9997315,0.00004457357,0.00002136759,0.0001676569,0.00001625501,0.00001863718],"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":[0.00001411946,0.000008104736,0.0001835537,0.00001758697,0.000005594525,4.797041e-7,0.00008582668,0.00001761506,0.9694465,0.0008476911,0.0003987231,0.02897423],"study_design_scores_gemma":[0.0001626514,0.0001252635,0.00244846,0.00005241433,0.00000775287,0.000007089289,0.0000123599,0.001187699,0.9906705,0.0007225691,0.004508142,0.00009508935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959035,0.0001651793,0.001936922,0.00006516477,0.0001500951,0.00006238271,0.000002272817,0.0003242336,0.001390256],"genre_scores_gemma":[0.997233,0.00006459814,0.002549735,0.00001651149,0.0000247494,0.000002314648,0.000003480136,0.00001518174,0.000090457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02887914,"threshold_uncertainty_score":0.2759512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00398269919288923,"score_gpt":0.1907142941668904,"score_spread":0.1867315949740012,"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."}}