{"id":"W3111166852","doi":"10.1002/cjce.23981","title":"Influence of zeta potential of <scp> ZrO <sub>2</sub> </scp> and <scp> Al <sub>2</sub> O <sub>3</sub> </scp> nanoparticles on removal of metal ions by hybrid electrospun polyamide 6 membrane: Kinetics of adsorption and fouling mechanisms","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zeta potential; Adsorption; Membrane; Filtration (mathematics); Polyamide; Chemical engineering; Materials science; Metal ions in aqueous solution; Nanoparticle; Oxide; Metal; Chemistry; Polymer chemistry; Nanotechnology; Metallurgy; Physical chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004233889,0.0003256594,0.0006244896,0.0001898484,0.00006458623,0.00003038483,0.0004915721,0.0001713955,0.000002817045],"category_scores_gemma":[0.00123773,0.0003033685,0.0001563514,0.0004775083,0.000525797,0.0002766264,0.0001250613,0.0005393451,0.000001930875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273096,"about_ca_system_score_gemma":0.00009402895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001152949,"about_ca_topic_score_gemma":0.0000584111,"domain_scores_codex":[0.9975082,0.00005797222,0.0009632663,0.0003077062,0.0006368011,0.0005260237],"domain_scores_gemma":[0.9982055,0.0003018563,0.0006572813,0.000270114,0.00009069799,0.0004744796],"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":[0.00001684192,0.00002826297,0.00004036874,0.00008368604,0.00007643214,0.00002296229,0.0002016393,0.05957886,0.9390333,0.0001514523,0.00006995346,0.0006962696],"study_design_scores_gemma":[0.0005337824,0.0003299784,0.0004643413,0.0001208539,0.0001398224,0.0002693195,0.00007256253,0.0104294,0.9871843,0.0003389042,0.00001997876,0.00009674309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974403,0.0004197571,0.001531646,0.0002462417,0.000052843,0.0002106516,0.00005559777,0.00002724521,0.00001567084],"genre_scores_gemma":[0.9987802,0.0001656928,0.0008802832,0.0000904329,0.00003183446,0.000003572221,0.00000599229,0.00004112168,9.072096e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04914946,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005301611511168005,"score_gpt":0.1736241862036033,"score_spread":0.1683225746924353,"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."}}