{"id":"W1981209964","doi":"10.1021/es103403n","title":"Iron and Arsenic Cycling in Intertidal Surface Sediments during Wetland Remediation","year":2011,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Alzheimer Society Research Program; National Synchrotron Radiation Research Center","keywords":"Ferrihydrite; Schwertmannite; Arsenic; Environmental chemistry; Arsenate; Environmental remediation; Chemistry; Groundwater; Sorption; Dissolution; Aeration; Siderite; Redox; Jarosite; Goethite; Geology; Inorganic chemistry; Adsorption; Mineralogy; Pyrite; Contamination; Ecology","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":[0.00008403169,0.0001994545,0.0002402135,0.000171864,0.0002329568,0.0002914309,0.0001656638,0.0002247433,0.0002723698],"category_scores_gemma":[0.0001059038,0.00009236122,0.0001443605,0.0001446055,0.0001833243,0.0001475624,0.0002000583,0.0001717049,0.00006433776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674955,"about_ca_system_score_gemma":0.0001752817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006213741,"about_ca_topic_score_gemma":0.00949475,"domain_scores_codex":[0.9999206,0.00001110613,0.000004570978,0.0000230585,0.00002203951,0.0000185949],"domain_scores_gemma":[0.9999545,0.000004400638,0.00001495811,0.000002753213,0.00001537524,0.000008162318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000173284,0.00001770268,0.009474213,0.00003518803,0.00001126445,0.0001274903,0.0001354121,0.0001570504,0.986968,0.00001739749,0.00002185464,0.002861064],"study_design_scores_gemma":[0.00001651846,0.000889221,0.3279737,0.00001046143,0.00005456354,0.0003361432,0.0008332052,0.003253909,0.6643725,0.0001030477,0.002133036,0.00002362053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995593,0.00006405982,0.0001605723,0.000008276348,0.000001594601,0.000002832582,0.00003483187,0.000007313736,0.0001612045],"genre_scores_gemma":[0.9992959,0.00006321598,0.000271184,0.000009503821,0.000001579439,0.000003168751,0.00006948785,0.000002783047,0.000283128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006213741,"threshold_uncertainty_score":0.01235515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006315789429451791,"score_gpt":0.1971046301846211,"score_spread":0.1907888407551693,"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."}}