{"id":"W2036405988","doi":"10.1016/j.clay.2010.08.026","title":"Diphosphonium ion-exchanged montmorillonite for Telon dye removal from aqueous media","year":2010,"lang":"en","type":"article","venue":"Applied Clay Science","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Adsorption; Chemistry; Methylene blue; Intercalation (chemistry); Ion exchange; Montmorillonite; Freundlich equation; Aqueous solution; Inorganic chemistry; Langmuir; Benzene; Orange G; Methyl orange; Sorption; Kinetics; Ion; Nuclear chemistry; Organic chemistry; Catalysis","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":["insufficient_payload"],"category_scores_codex":[0.0006670828,0.000251668,0.0002082308,0.00007944305,0.0005744981,0.0001365287,0.0008922063,0.0001656334,0.002637295],"category_scores_gemma":[0.0001129262,0.0002118223,0.00009506942,0.0007855565,0.001385571,0.0003439459,0.000283464,0.0003061633,0.001486316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445346,"about_ca_system_score_gemma":0.00005889954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003021178,"about_ca_topic_score_gemma":0.0005955817,"domain_scores_codex":[0.9972653,0.00001002375,0.0003003724,0.0008531981,0.0008950531,0.0006760659],"domain_scores_gemma":[0.9987721,0.0001104183,0.0001569245,0.0005529932,0.00002894178,0.0003785686],"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":[0.00005650738,0.00004908166,0.0003518544,0.000001231044,0.000002817459,0.000004591327,0.0003088797,0.00002577684,0.9593826,0.002726851,0.001004449,0.03608538],"study_design_scores_gemma":[0.001789081,0.00009976829,0.05533545,0.00001108916,0.0000412308,0.00008183269,0.0003398109,0.008284992,0.6623848,0.01379247,0.2566697,0.001169782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641247,0.00002395978,0.001649201,0.0005005799,0.001945517,0.0005890435,0.00008954959,0.0001895661,0.03088785],"genre_scores_gemma":[0.9808578,0.00001369757,0.01687269,0.0006916902,0.0003334189,0.00004752286,0.00002659192,0.00002247604,0.001134034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2969978,"threshold_uncertainty_score":0.9992911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007876755170730226,"score_gpt":0.2205715792799209,"score_spread":0.2126948241091907,"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."}}