{"id":"W4306857297","doi":"10.3390/su142013527","title":"Synthesis of a Novel Adsorbing Agent by Coupling Chitosan, β-Cyclodextrin, and Cerium Dioxide: Evaluation of Hexavalent Chromium Removal Efficacy from Aqueous Solutions","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Hexavalent chromium; Adsorption; Aqueous solution; Cerium; Chemistry; Freundlich equation; Chitosan; Nuclear chemistry; Chromium; Chemisorption; Langmuir adsorption model; Langmuir; Inorganic chemistry; Organic 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":[0.0001708532,0.0005655255,0.000489666,0.0005085373,0.0001659429,0.0003888816,0.0002630805,0.000551427,0.0005207657],"category_scores_gemma":[0.0002554003,0.0002359151,0.0005586889,0.0003299249,0.0001732992,0.0003263872,0.0002990091,0.0004693341,0.0003001816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901741,"about_ca_system_score_gemma":0.0002888768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007253627,"about_ca_topic_score_gemma":0.001306873,"domain_scores_codex":[0.9998437,0.00001401517,0.00001934842,0.00004298616,0.00005295645,0.00002700385],"domain_scores_gemma":[0.9998645,0.00001877597,0.00003578844,0.00001188759,0.00004157554,0.00002746718],"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":[0.00001916948,0.00001649702,0.00004262689,0.00007738028,0.000009020787,0.00002908793,0.000004486008,0.00005677158,0.9983375,0.00002652318,0.000008459437,0.001372387],"study_design_scores_gemma":[0.000005376191,0.00009458615,0.0004368205,0.000003076583,0.0000199181,0.00006626272,0.000003818127,0.0003307425,0.9981605,0.000005249064,0.0008686773,0.00000495073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724932,0.003762731,0.02125845,0.0001242272,0.00007566636,0.0001979276,0.0002251979,0.0001730173,0.001689607],"genre_scores_gemma":[0.9514251,0.002809074,0.04171119,0.0001241583,0.00002501645,0.0001197199,0.0003444668,0.00005831762,0.00338286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007253627,"threshold_uncertainty_score":0.002105355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254522472706928,"score_gpt":0.2616281985367558,"score_spread":0.2390829738096865,"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."}}