{"id":"W2081524750","doi":"10.1016/j.jcis.2008.05.022","title":"Arsenate adsorption on ruthenium oxides: A spectroscopic and kinetic investigation","year":2008,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; Office of Research and Development; U.S. Environmental Protection Agency","keywords":"Arsenate; Chemistry; Extended X-ray absorption fine structure; Adsorption; Ruthenium; Inorganic chemistry; Desorption; Arsenic; Denticity; Absorption spectroscopy; Analytical Chemistry (journal); Physical chemistry; Crystal structure; Crystallography; Catalysis; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003416751,0.0002725789,0.0002960632,0.0002557293,0.000277734,0.0002918972,0.0004697554,0.0004456152,0.00104752],"category_scores_gemma":[0.0004235202,0.0002960754,0.0003521095,0.0002039512,0.0002609944,0.0005784715,0.0001910912,0.0004714716,0.0003627081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870302,"about_ca_system_score_gemma":0.0001716452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171528,"about_ca_topic_score_gemma":0.001908839,"domain_scores_codex":[0.9998197,0.00003657221,0.000008985084,0.00003305599,0.00006628601,0.00003552253],"domain_scores_gemma":[0.9997725,0.0001005938,0.00002997104,0.00002173534,0.00006532799,0.00000995106],"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":[0.0002067068,0.00004800883,0.0003765997,0.00005525283,0.00001212902,0.00003464278,0.00004703547,0.0002491781,0.9966674,0.0002282676,0.0000864727,0.001988335],"study_design_scores_gemma":[0.00001587121,0.0002318707,0.002810447,0.000004471808,0.00001495287,0.0001412417,0.00008118666,0.005214326,0.990379,0.0001033838,0.0009846989,0.00001855409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928772,0.0008266045,0.004134426,0.0001083999,0.0000199638,0.00002002699,0.0001547329,0.00004464875,0.001813971],"genre_scores_gemma":[0.9968822,0.000368011,0.001242479,0.00001640867,0.000007798762,0.000008175652,0.0001021997,0.00001019314,0.001362572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002171528,"threshold_uncertainty_score":0.00431776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045856279353518,"score_gpt":0.231606562075143,"score_spread":0.2211479992816078,"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."}}