{"id":"W4285728255","doi":"10.1680/jenes.21.00051","title":"Adsorption of dye using natural clay from water","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montmorillonite; Adsorption; Freundlich equation; Langmuir; Methylene blue; Chemistry; Sodium; Clay minerals; Nuclear chemistry; Inorganic chemistry; Mineralogy; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001367792,0.0003913862,0.000280386,0.0002186007,0.0001843509,0.0002154462,0.0002024963,0.0002350271,0.0008930868],"category_scores_gemma":[0.0003089867,0.0001362828,0.0003004914,0.0001915538,0.0001447073,0.0002961112,0.000312519,0.000239978,0.0002357311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671716,"about_ca_system_score_gemma":0.0002221836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202387,"about_ca_topic_score_gemma":0.003758214,"domain_scores_codex":[0.9998482,0.0000204347,0.00001221337,0.0000295823,0.00004898272,0.00004059912],"domain_scores_gemma":[0.9999211,0.00002566655,0.00001324943,0.000005570285,0.00002281015,0.00001165939],"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":[0.0000389054,0.00001191106,0.00009253124,0.0000712254,0.000002831629,0.00001594532,0.00001211734,0.00007754727,0.9986331,0.00001032062,0.000008681714,0.001024836],"study_design_scores_gemma":[0.000007806824,0.0003511694,0.001182389,0.000005966829,0.000008197241,0.00004973811,0.00001673967,0.0009363727,0.9967714,0.00001824499,0.0006451788,0.000006810415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949384,0.000901259,0.002999243,0.00003537018,0.00001283505,0.0000329477,0.0001148265,0.00004843358,0.0009166569],"genre_scores_gemma":[0.9944891,0.0005629278,0.002898517,0.00003202768,0.00000473418,0.0000255308,0.0002461397,0.00001333755,0.001727771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00202387,"threshold_uncertainty_score":0.004024208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005956390291909033,"score_gpt":0.1866868231499361,"score_spread":0.1807304328580271,"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."}}