{"id":"W1993451772","doi":"10.1021/ma0508404","title":"Control and Quenching of Electroosmotic Flow with End-Grafted Polymer Chains","year":2005,"lang":"en","type":"article","venue":"Macromolecules","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Citation; Quenching (fluorescence); Social media; Altmetrics; Computer science; Library science; Physics; World Wide Web; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000432971,0.0001330527,0.0001638755,0.00006176225,0.00004694139,0.00001490265,0.00007903245,0.00004218123,0.00005066326],"category_scores_gemma":[0.000002421458,0.0001176292,0.00002788701,0.0001080345,0.00005238382,0.00003548486,0.000007472097,0.00009108474,0.000006068374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002433469,"about_ca_system_score_gemma":0.00001354271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002402527,"about_ca_topic_score_gemma":0.00001932706,"domain_scores_codex":[0.9993829,0.00001507311,0.0001480828,0.0001354007,0.00008905541,0.0002294722],"domain_scores_gemma":[0.9997231,0.00001908718,0.00002333096,0.0001586896,0.00001765318,0.00005816816],"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":[0.00001211994,0.00001773072,0.0001449519,0.00002241674,0.00007122211,0.000003141047,0.0001061084,0.0001124531,0.9891244,0.004692363,0.0008672629,0.004825838],"study_design_scores_gemma":[0.0007084567,0.0001041576,0.001193673,0.00002447974,0.00006197661,0.00007209772,0.00002137023,0.01287636,0.9806995,0.00007317316,0.003922992,0.0002416943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283814,0.03850379,0.03184789,0.0001995371,0.000008035441,0.0001457815,0.00001991322,0.0001148926,0.0007787797],"genre_scores_gemma":[0.9966303,0.002672119,0.0004307071,0.000100959,0.00003501697,0.00003592322,0.000009930461,0.00002957566,0.0000554283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06824896,"threshold_uncertainty_score":0.4796779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002245834395118912,"score_gpt":0.1685813633188418,"score_spread":0.1663355289237229,"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."}}