{"id":"W3135368429","doi":"10.1088/1755-1315/690/1/012048","title":"Adsorption of Indigo Carmine onto Chitosan - Cerium Oxide Nanobiosorbent: Adsorption Isotherms, Kinetics, and Thermodynamics","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Indigo carmine; Adsorption; Freundlich equation; Cerium oxide; Chemisorption; Chemistry; Endothermic process; Fourier transform infrared spectroscopy; Chitosan; Kinetics; Exothermic reaction; Langmuir; Oxide; Inorganic chemistry; Nuclear chemistry; Chemical engineering; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001759149,0.0002590923,0.0002415203,0.0000630529,0.000190759,0.0000964311,0.0002147766,0.0001076421,0.001429679],"category_scores_gemma":[0.00002351044,0.0002374577,0.00005126246,0.0002840015,0.002476171,0.0007190628,0.0003882382,0.0001366941,0.00003453933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006011423,"about_ca_system_score_gemma":0.00003561186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001511365,"about_ca_topic_score_gemma":0.0003692618,"domain_scores_codex":[0.9979777,0.00005414644,0.0003601582,0.0006315678,0.0005576699,0.0004186972],"domain_scores_gemma":[0.9992116,0.00001340249,0.0001917519,0.0002936821,0.000008856625,0.000280683],"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":[0.00004440169,0.00008947317,0.009180876,0.000009591143,0.000005104068,0.000003111107,0.0004881968,0.00003795492,0.9800334,0.0004570014,0.00000294773,0.009647918],"study_design_scores_gemma":[0.0004033199,0.0002514681,0.3244072,0.00002597567,0.00001703181,0.0001682999,0.001335755,0.001513405,0.6704516,0.0002026999,0.0009012553,0.0003219745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955698,0.0001133435,0.0001148169,0.0002151055,0.0001162203,0.0001882326,0.00008697941,0.00003112759,0.003564329],"genre_scores_gemma":[0.9969282,0.001045541,0.0009398758,0.0001363968,0.00002187063,0.000004895222,0.00004096211,0.00001380523,0.0008684488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152263,"threshold_uncertainty_score":0.9994832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007983784520599889,"score_gpt":0.1943965443850352,"score_spread":0.1864127598644353,"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."}}