{"id":"W2605946180","doi":"10.1016/j.scitotenv.2017.04.031","title":"Transport of anionic azo dyes from aqueous solution to gemini surfactant-modified wheat bran: Synchrotron infrared, molecular interaction and adsorption studies","year":2017,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Light Source (Canada); University of Regina","funders":"National Key Research and Development Program of China; National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Chinese Academy of Sciences; Canadian Light Source","keywords":"Adsorption; Chemistry; Endothermic process; Aqueous solution; Langmuir adsorption model; Inorganic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005390496,0.0001678135,0.0002020941,0.00003613541,0.0005066927,0.00003135418,0.0006494176,0.0000485975,0.0001848968],"category_scores_gemma":[0.00005390252,0.0001034189,0.00009739463,0.0001027105,0.002286911,0.0004132908,0.0005515114,0.0001178881,0.00004436041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456857,"about_ca_system_score_gemma":0.0000144805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004483539,"about_ca_topic_score_gemma":0.00001825114,"domain_scores_codex":[0.9982894,0.00005768966,0.0003199176,0.0003675962,0.0007225154,0.0002428965],"domain_scores_gemma":[0.9987929,0.00002619612,0.0003562474,0.0007285667,0.00000898561,0.00008703116],"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":[0.00007777561,0.0000525421,0.0003312445,0.000005192798,0.00001829599,5.918189e-7,0.0008243755,0.01413833,0.9810804,0.00008274095,0.00001694119,0.003371542],"study_design_scores_gemma":[0.0005889349,0.0002832206,0.3872307,0.0001190429,0.0001055947,0.00003120863,0.0008403933,0.009369871,0.5995116,0.001497477,0.0001138424,0.0003081086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969521,0.00009811758,0.0002184423,0.001314403,0.0002516493,0.0004010013,0.00003021815,0.00001088068,0.0007232209],"genre_scores_gemma":[0.9990599,0.0001698193,0.0002429103,0.00003170096,0.00001650267,0.000007740311,0.000001413262,0.000007847168,0.0004621699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3868994,"threshold_uncertainty_score":0.8426219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821568153116118,"score_gpt":0.2523929586703654,"score_spread":0.2341772771392042,"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."}}