{"id":"W4206763001","doi":"10.1063/9780735422865_005","title":"Viscosity Measurement for Picoliter Liquid Volumes","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Micrometer; Viscosity; Nanometre; Nanotechnology; Materials science; Range (aeronautics); Biological fluids; Chemistry; Physics; Chromatography; Optics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004710668,0.0008040273,0.0006433498,0.002011659,0.0004180855,0.001664921,0.001196986,0.0008785876,0.01572533],"category_scores_gemma":[0.001690856,0.0004771893,0.0003987722,0.00177058,0.0003706658,0.001839042,0.0007597006,0.001662405,0.01193408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005667601,"about_ca_system_score_gemma":0.0002628892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003785084,"about_ca_topic_score_gemma":0.0005870588,"domain_scores_codex":[0.9984322,0.00009195276,0.0000686279,0.0003442162,0.001012808,0.00005013895],"domain_scores_gemma":[0.9994122,0.0002133409,0.00009036619,0.00006125624,0.0002005678,0.00002239076],"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":[0.0001341772,0.0001199098,0.001612275,0.001153304,0.00006081018,0.0002562124,0.0007303185,0.001693385,0.4638167,0.02668334,0.05074901,0.4529905],"study_design_scores_gemma":[0.00001187553,0.0002033511,0.005337962,0.0007263976,0.00006054494,0.001679289,0.0003579893,0.01221463,0.4482168,0.01132983,0.5197169,0.0001444973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04051149,0.09878293,0.5712235,0.003077079,0.01072837,0.0005257491,0.006897857,0.009959767,0.2582932],"genre_scores_gemma":[0.1794509,0.06491031,0.375728,0.002670952,0.001299349,0.001008814,0.007276006,0.003233408,0.3644223],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01572533,"threshold_uncertainty_score":0.05260652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876742612642852,"score_gpt":0.2008295973624141,"score_spread":0.1820621712359856,"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."}}