{"id":"W1988714645","doi":"10.1007/s10404-011-0871-9","title":"Study of the effect of electric field and electroneutrality on transport of biomolecules in microreactors","year":2011,"lang":"en","type":"article","venue":"Microfluidics and Nanofluidics","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Microreactor; Electric field; Biomolecule; Chemistry; Chemical physics; Electrophoresis; Electrostatics; Space charge; Adsorption; Charge density; Microfluidics; Field (mathematics); Analytical Chemistry (journal); Mechanics; Nanotechnology; Materials science; Chromatography; Physics; Physical chemistry; Organic chemistry","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":[0.0002720709,0.0002122971,0.0004267274,0.0001771142,0.00003607505,0.00000245301,0.0001997957,0.000127427,0.000005917304],"category_scores_gemma":[0.00001220127,0.0001594619,0.00007622731,0.0005236689,0.0000736304,0.00002643851,0.0000205443,0.0001746071,1.962895e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001575434,"about_ca_system_score_gemma":0.0000228699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002758521,"about_ca_topic_score_gemma":0.000009950666,"domain_scores_codex":[0.9988275,0.00007993387,0.0005111354,0.0002117758,0.0001409655,0.0002287129],"domain_scores_gemma":[0.9994074,0.00009980702,0.00009071835,0.0003248229,0.00003312067,0.00004420827],"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":[0.0001009146,0.0001644476,0.07565513,0.0001236852,0.00006146786,0.000001408093,0.0008509122,1.14049e-7,0.9216617,0.0002588411,0.0003912965,0.0007301275],"study_design_scores_gemma":[0.0006590328,0.001500649,0.06788553,0.00003864392,0.00007561489,0.000005576365,0.00007059252,0.000002586238,0.9293895,0.00004601374,0.0002034146,0.0001228319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962939,0.03630021,0.00003775014,0.000008550456,0.00003216196,0.000494789,0.00001114882,0.00001415257,0.0001622904],"genre_scores_gemma":[0.957646,0.04228732,0.000004086285,0.00001137384,0.00000518146,0.00001817212,0.000002064719,0.00002231856,0.000003516547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007769597,"threshold_uncertainty_score":0.6502666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006879541030116871,"score_gpt":0.1938994620506304,"score_spread":0.1870199210205135,"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."}}