{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003899182,0.0004845947,0.000492799,0.0004656175,0.0002290847,0.0004357658,0.0007946119,0.0006502864,0.0004716332],"category_scores_gemma":[0.0006517289,0.0003706934,0.0003223581,0.000268983,0.0003049829,0.000749694,0.0005698202,0.0004514318,0.0002132801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003714908,"about_ca_system_score_gemma":0.0001851445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004252114,"about_ca_topic_score_gemma":0.0005082657,"domain_scores_codex":[0.9996834,0.00001737169,0.000030425,0.00007820963,0.0001413,0.00004927697],"domain_scores_gemma":[0.9995801,0.0001411382,0.0001024306,0.0000396937,0.0001021052,0.0000344642],"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":[0.00004958729,0.00002466633,0.0002329932,0.00004047197,0.000005058284,0.00006483588,0.00003086474,0.0001198963,0.9972493,0.00004853395,0.00002736919,0.002106332],"study_design_scores_gemma":[0.00001177059,0.0002077575,0.001060784,0.000003141541,0.000006859297,0.00005533095,0.0000142764,0.0022725,0.9960448,0.00001591445,0.0002999164,0.00000698739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885262,0.0007748966,0.009847154,0.00007142447,0.00007225206,0.00007617408,0.000112196,0.0001545824,0.0003650541],"genre_scores_gemma":[0.9684515,0.0004455161,0.02925929,0.0000597934,0.00003697188,0.00009886123,0.0001223331,0.00003162167,0.001494169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007946119,"threshold_uncertainty_score":0.002695322,"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."}}