{"id":"W2085378238","doi":"10.1115/icnmm2007-30140","title":"Microfabricated EHD Pumps With High Aspect Ratio Electrodes","year":2007,"lang":"en","type":"article","venue":"","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Electrohydrodynamics; Electrode; Microchannel; Materials science; Fabrication; Working fluid; Voltage; Optoelectronics; Electric field; Mechanical engineering; Nanotechnology; Electrical engineering; Chemistry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359211,0.0001832394,0.000156066,0.0001262516,0.0000527814,0.00004280767,0.0001326997,0.00007624492,0.00005128965],"category_scores_gemma":[0.000003833949,0.0001533602,0.00003265058,0.0004245405,0.00002468543,0.00008682389,0.0000104648,0.0001877915,0.00004321129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328522,"about_ca_system_score_gemma":0.00001828633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088177,"about_ca_topic_score_gemma":0.0005131292,"domain_scores_codex":[0.9990144,0.0000052772,0.000188193,0.0001809319,0.0001283489,0.0004828834],"domain_scores_gemma":[0.9996031,0.00003225075,0.00001747047,0.0002208609,0.00004537062,0.00008092511],"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":[0.00003123059,0.00003330971,0.001013522,0.00001619652,0.0001123132,0.0000436478,0.00003594214,0.01319058,0.9398415,0.04398711,0.0005108815,0.001183783],"study_design_scores_gemma":[0.0006899843,0.0002604814,0.009060808,0.00001129689,0.0000408214,0.0001203555,0.00001888203,0.5643408,0.4227341,0.001094585,0.0009462409,0.0006816799],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6500465,0.0001326596,0.3372602,0.00005663855,0.00005739497,0.0001031794,0.000002106134,0.00051162,0.01182964],"genre_scores_gemma":[0.9935652,0.00007038515,0.005196724,0.0000728089,0.00006566556,0.000004441655,0.00004033449,0.00005740012,0.0009270592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5511502,"threshold_uncertainty_score":0.6253847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002660009104405871,"score_gpt":0.1737950481436514,"score_spread":0.1711350390392456,"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."}}