{"id":"W7000526961","doi":"","title":"Fabrication of Microchips from Running Liquid Chromatography by Magnetohydrodynamic Flow","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fabrication; Magnetohydrodynamic drive; Flow (mathematics); Liquid flow; Volumetric flow rate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005101151,0.000119435,0.0001430418,0.00006965676,0.00004490627,0.000009374235,0.0001261685,0.00007015439,0.000522972],"category_scores_gemma":[0.00000544211,0.0001329669,0.00006070981,0.0002789017,0.00003259919,0.00003953069,0.000007234427,0.00008738461,0.00003431797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002591833,"about_ca_system_score_gemma":0.00001229459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001056952,"about_ca_topic_score_gemma":8.79627e-7,"domain_scores_codex":[0.9993416,0.00001589391,0.0002115247,0.0001563262,0.00009613108,0.0001785058],"domain_scores_gemma":[0.999603,0.00001853536,0.00003484867,0.000264641,0.00002895259,0.00005004654],"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":[0.000003357681,0.00001702544,0.0000596501,0.00001297853,0.00002692661,1.646317e-7,0.00006562263,0.00003740157,0.9285487,0.0005399681,0.07020583,0.0004823598],"study_design_scores_gemma":[0.0001665689,0.00003427183,0.0001639009,0.0000119826,0.00002478806,0.000001749967,0.00002351491,0.003347775,0.9175038,0.0009389799,0.07761961,0.0001631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529544,0.01860575,0.0158993,0.00002998277,0.00005776425,0.0001304187,0.00005626398,0.0001427957,0.01212338],"genre_scores_gemma":[0.9898357,0.008240615,0.001636636,0.00003093455,0.00002133963,0.00003306988,0.0001296369,0.00003054588,0.00004146672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03688142,"threshold_uncertainty_score":0.5726176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003445974475499339,"score_gpt":0.1742283065911087,"score_spread":0.1707823321156094,"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."}}