{"id":"W1596181644","doi":"10.1002/0471799742.ch8","title":"Flow in Microchannels","year":2005,"lang":"en","type":"other","venue":"","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microchannel; Electro-osmosis; Slit; Flow (mathematics); Capillary action; Chemistry; Microfluidics; Dispersion (optics); Conductance; Mechanics; Streaming current; Current (fluid); Electrokinetic phenomena; Materials science; Electrophoresis; Optics; Nanotechnology; Chromatography; Thermodynamics; Physics; 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":[0.0002519675,0.0004701682,0.0003295087,0.0006358263,0.0005397571,0.001334163,0.0005425869,0.0005637796,0.01311605],"category_scores_gemma":[0.0003767122,0.0002541925,0.0003122935,0.0007554398,0.0005209965,0.001731824,0.0005762231,0.0005316989,0.002531858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008152809,"about_ca_system_score_gemma":0.0005851893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009709525,"about_ca_topic_score_gemma":0.0009236742,"domain_scores_codex":[0.9996025,0.00004471816,0.00001875153,0.0001015459,0.0002010795,0.00003157555],"domain_scores_gemma":[0.9999143,0.00002724769,0.000009332332,0.00001577072,0.00002721964,0.000006253529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008645934,0.00006184041,0.0003334041,0.0005437979,0.00001866661,0.0002143161,0.0003920907,0.006815234,0.1210707,0.5820783,0.02988626,0.258499],"study_design_scores_gemma":[0.00003567046,0.00006099409,0.0005815572,0.0001094789,0.00001699168,0.0003378958,0.00007582922,0.02049522,0.1342044,0.03787086,0.8061717,0.00003933653],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03660173,0.0259441,0.454707,0.002063649,0.003732872,0.0003530155,0.001204156,0.002842256,0.4725512],"genre_scores_gemma":[0.2019171,0.0222081,0.2693809,0.000989896,0.0007101936,0.0004056325,0.001251302,0.000537156,0.5025998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01311605,"threshold_uncertainty_score":0.0438776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006929719836764783,"score_gpt":0.2176970845943425,"score_spread":0.2107673647575777,"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."}}