{"id":"W3155109137","doi":"10.1021/acsomega.1c00480","title":"Green Electrospun Membranes Based on Chitosan/Amino-Functionalized Nanoclay Composite Fibers for Cationic Dye Removal: Synthesis and Kinetic Studies","year":2021,"lang":"en","type":"article","venue":"ACS Omega","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Iran's National Elites Foundation; Sharif University of Technology","keywords":"Vinyl alcohol; Nanocomposite; Membrane; Materials science; Chemical engineering; Adsorption; Cationic polymerization; Electrospinning; Chitosan; Langmuir adsorption model; Nanofiber; Thermal stability; Montmorillonite; Polymer chemistry; Polymer; Composite material; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002575839,0.0005017161,0.0003561037,0.0003234183,0.0001915089,0.0002149414,0.0002603107,0.0004767437,0.0005467521],"category_scores_gemma":[0.0002668318,0.0001766739,0.0004042847,0.0002286769,0.0001508742,0.0004106807,0.0001452606,0.0003614065,0.0002895932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004906055,"about_ca_system_score_gemma":0.0002493789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002225061,"about_ca_topic_score_gemma":0.003076466,"domain_scores_codex":[0.9998631,0.000009612346,0.00001023848,0.00003264829,0.00005558132,0.00002873449],"domain_scores_gemma":[0.9998156,0.00004815777,0.00005549177,0.00001082469,0.00004687149,0.00002304539],"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":[0.000008824832,0.000005190063,0.00001443442,0.0000224562,0.000001762874,0.00001409083,0.000004450407,0.00005927818,0.9994332,0.00001335242,0.000005400668,0.0004175045],"study_design_scores_gemma":[0.000002067239,0.00002967569,0.0003559586,0.000002618999,0.000004181462,0.00002746414,0.000004641992,0.0005795147,0.998742,0.000009394931,0.0002392647,0.000003342695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776924,0.002391148,0.01794853,0.0000865284,0.00003623998,0.00006727256,0.0004037139,0.0002028317,0.00117138],"genre_scores_gemma":[0.9698788,0.00206149,0.02416452,0.00004663849,0.00001436239,0.00007587383,0.0002782282,0.00006338215,0.003416652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002225061,"threshold_uncertainty_score":0.004424155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751472972798629,"score_gpt":0.2741867222063906,"score_spread":0.2566719924784043,"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."}}