{"id":"W1994197197","doi":"10.1002/elps.201300436","title":"The zeta potential of PMMA in contact with electrolytes of various conditions: Theoretical and experimental investigation","year":2013,"lang":"en","type":"article","venue":"Electrophoresis","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Electrokinetic phenomena; Zeta potential; Electrolyte; Streaming current; Chemical physics; Surface charge; Microfluidics; Adsorption; Ionic strength; Materials science; Chemical engineering; Chemistry; Analytical Chemistry (journal); Nanotechnology; Electrode; Chromatography; Physical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002360827,0.0003554471,0.0002990638,0.0004291001,0.000290588,0.0003899894,0.0005797531,0.0005325967,0.001153696],"category_scores_gemma":[0.0007016647,0.0001445476,0.0002644233,0.0003442549,0.0005686572,0.000493982,0.0002897031,0.0004157862,0.0001717732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467114,"about_ca_system_score_gemma":0.0001536116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004238442,"about_ca_topic_score_gemma":0.0001885895,"domain_scores_codex":[0.9998928,0.00001214927,0.00000328282,0.00002019576,0.00005505636,0.00001639794],"domain_scores_gemma":[0.9997974,0.0001411595,0.00002198652,0.00001266093,0.00002074561,0.000006161577],"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":[0.0004377522,0.0001564746,0.002527208,0.0006417679,0.0000488999,0.00160222,0.00040161,0.1218465,0.8223895,0.03287084,0.000446071,0.01663115],"study_design_scores_gemma":[0.00004800048,0.0003290144,0.003930268,0.00004457323,0.0000307823,0.0004641442,0.0001867751,0.5812249,0.4037121,0.007035215,0.002939011,0.0000552674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582074,0.002426846,0.02872164,0.0002133907,0.00004203555,0.00004073759,0.000168408,0.00007783671,0.01010184],"genre_scores_gemma":[0.9960998,0.0008328405,0.002197651,0.0000130556,0.000008920123,0.00001524989,0.00005279902,0.000007399197,0.0007723059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001153696,"threshold_uncertainty_score":0.00385952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001820996690224624,"score_gpt":0.1668345631103124,"score_spread":0.1650135664200878,"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."}}