{"id":"W2029873289","doi":"10.1016/j.jcis.2007.09.020","title":"Electric-field-enhanced transport in polyacrylamide hydrogel nanocomposites","year":2007,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Electrokinetic phenomena; Polyacrylamide; Electrolyte; Concentration polarization; Polymer; Chemistry; Adsorption; Chemical physics; Materials science; Analytical Chemistry (journal); Membrane; Nanotechnology; Composite material; Polymer chemistry; Chromatography; Organic chemistry; Physical chemistry; Electrode","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":[0.0005785309,0.00008148474,0.0001491007,0.0002654435,0.00005872958,0.00002212919,0.0002349633,0.0000350132,0.00001288379],"category_scores_gemma":[0.00001433629,0.00007094164,0.00003378833,0.0006926715,0.00004437792,0.0002122817,0.000008745186,0.0001812072,0.000001857583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007610926,"about_ca_system_score_gemma":0.00006624642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004707172,"about_ca_topic_score_gemma":0.000006364387,"domain_scores_codex":[0.9991335,0.000003608307,0.0003297592,0.00009325317,0.0001881281,0.000251695],"domain_scores_gemma":[0.9996688,0.00003716553,0.00005651226,0.00007462251,0.00006684777,0.00009606042],"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":[0.00002406271,0.00001472303,0.0003011846,0.000005225283,0.000004350927,0.000001156157,0.0002153531,0.00004309245,0.9975981,0.0001123494,0.0004845887,0.001195878],"study_design_scores_gemma":[0.0001484907,0.0001452809,0.002277265,0.00003129943,0.00000464897,0.00006044712,0.00009040387,0.0002202634,0.9942868,0.0001390969,0.002516945,0.00007899828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697992,0.01325616,0.01462499,0.00006318494,0.00008206056,0.00006419884,2.784506e-7,0.00001190522,0.002097978],"genre_scores_gemma":[0.9908625,0.008843877,0.0001683752,0.00004849691,0.00002708521,9.046843e-7,4.295788e-8,0.000005819218,0.00004288251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02106327,"threshold_uncertainty_score":0.2892916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00321719636024498,"score_gpt":0.2212315162541166,"score_spread":0.2180143198938717,"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."}}