{"id":"W2166565982","doi":"10.1080/09593330801984399","title":"ARSENATE SORPTION BY HYDROUS FERRIC OXIDE INCORPORATED ONTO GRANULAR ACTIVATED CARBON WITH PHENOL FORMALDEHYDE RESINS COATING","year":2008,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"PROTO Manufacturing (Canada); NORAM (Canada)","funders":"","keywords":"Sorbent; Arsenate; Chemistry; Adsorption; Activated carbon; Sorption; Freundlich equation; Hydrous ferric oxides; Ferric; Formaldehyde; Langmuir; 2,4-Dichlorophenol; Langmuir adsorption model; Arsenic; Phenol; Nuclear chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001006611,0.0002656867,0.0002111823,0.0001247122,0.000321198,0.000008259117,0.0002235012,0.0002463654,0.0002548545],"category_scores_gemma":[0.00001388771,0.000254813,0.00003490875,0.0003980937,0.0006527012,0.0002869857,0.0001771314,0.0003080801,0.0001765464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006981053,"about_ca_system_score_gemma":0.00001064216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000363755,"about_ca_topic_score_gemma":0.0002023281,"domain_scores_codex":[0.998389,0.00005424267,0.000303967,0.0004894976,0.0003579858,0.0004053029],"domain_scores_gemma":[0.9993058,0.00001623816,0.0002482529,0.000335063,0.000002928951,0.00009170551],"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":[0.00004103073,0.000156645,0.05988281,0.000001941747,0.00001293828,0.000042897,0.000236576,0.0002724353,0.934709,0.00003845631,0.0001556174,0.004449628],"study_design_scores_gemma":[0.002210312,0.0004826328,0.04281536,0.00002393975,0.00003959938,0.0004041548,0.0009323241,0.003912621,0.9433673,0.0006395431,0.004478468,0.0006937521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949822,0.00004048387,0.0007371019,0.0003211052,0.00003015114,0.0004413968,0.00001156763,0.0003215426,0.00311446],"genre_scores_gemma":[0.9973889,0.00006696248,0.0009015314,0.0001383435,0.00000806787,0.00006787152,0.0001287417,0.00003959199,0.001259963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706745,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004656841418161627,"score_gpt":0.1672418512245699,"score_spread":0.1625850098064083,"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."}}