{"id":"W1645374324","doi":"10.1109/jmems.2015.2421641","title":"Electrohydrodynamic Injection Micropump With Composite Gold and Single-Walled Carbon Nanotube Electrodes","year":2015,"lang":"en","type":"article","venue":"Journal of Microelectromechanical Systems","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Micropump; Electrohydrodynamics; Common emitter; Materials science; Electrode; Carbon nanotube; Electric field; Voltage; Optoelectronics; Nanotechnology; Composite material; Electrical engineering; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000664685,0.0004654558,0.000863316,0.0004459662,0.00005892391,0.0001840998,0.0003271689,0.0002737909,9.545903e-7],"category_scores_gemma":[0.0000351031,0.0003905948,0.0001333155,0.0006453758,0.00005339279,0.0002242135,0.00003557709,0.0008486449,0.000002410333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042824,"about_ca_system_score_gemma":0.0001367189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009607276,"about_ca_topic_score_gemma":0.000130562,"domain_scores_codex":[0.9972609,0.0001475388,0.0009377143,0.0003160084,0.0005135313,0.0008242904],"domain_scores_gemma":[0.9985276,0.00008771248,0.0003438328,0.000261362,0.0003802483,0.0003992801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000308066,0.0000992702,0.0001098173,0.00007699972,0.0003402966,0.00006144583,0.00008354426,0.007150555,0.9906638,0.0005485202,0.0001213253,0.00043632],"study_design_scores_gemma":[0.004945681,0.01283482,0.0000705941,0.0004094863,0.0004447713,0.02175168,0.0001276203,0.8215957,0.1344419,0.001085205,0.0009225355,0.001369947],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748241,0.006387547,0.0174468,0.00007900729,0.0004823301,0.0003038308,0.000004349784,0.0001512221,0.0003208631],"genre_scores_gemma":[0.9982422,0.0004401294,0.0007589026,0.00002671139,0.0002895901,0.000008762274,0.000009731142,0.000124963,0.00009901664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8562219,"threshold_uncertainty_score":0.9998546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006904917036653241,"score_gpt":0.178702171797677,"score_spread":0.1717972547610238,"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."}}