{"id":"W2149194302","doi":"10.1680/jees.2013.0024","title":"Arsenic removal from groundwater through iron oxyhydroxide coated waste products","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Adsorption; Arsenic; Ferric; Scallop; Hydrous ferric oxides; Hydroxide; Chemistry; Chemical engineering; Environmental chemistry; Inorganic chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206274,0.0003422577,0.0001828989,0.0003105143,0.0001454312,0.0003369085,0.0001820547,0.0002351874,0.0003369733],"category_scores_gemma":[0.0001122063,0.0001334096,0.0002349229,0.0001772497,0.0001642913,0.0001405613,0.0001275257,0.0001330111,0.000160761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141616,"about_ca_system_score_gemma":0.0002449513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002496637,"about_ca_topic_score_gemma":0.006498135,"domain_scores_codex":[0.9999149,0.00001247358,0.000005494807,0.00001276001,0.00003619977,0.00001814071],"domain_scores_gemma":[0.9999473,0.000006386623,0.0000147312,0.000004605273,0.00001989715,0.000007053844],"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":[0.00003872703,0.00001563493,0.0006408051,0.00005089368,0.000006273664,0.00005555655,0.00001483161,0.0003663781,0.9957594,0.00003894763,0.00002633009,0.002986168],"study_design_scores_gemma":[0.000006818225,0.0004307526,0.00462764,0.000006391962,0.00001850655,0.00009936353,0.00003516605,0.001701904,0.9920505,0.00002702198,0.0009900669,0.000005941339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970713,0.0003756249,0.001926505,0.00002471888,0.000006349115,0.0000136188,0.00003665897,0.00003015275,0.0005151732],"genre_scores_gemma":[0.9905249,0.0005860709,0.006718365,0.00003054645,0.000004711583,0.000008650553,0.0001077177,0.000008532731,0.00201043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002496637,"threshold_uncertainty_score":0.004964232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004953236161942488,"score_gpt":0.1725739624081932,"score_spread":0.1676207262462507,"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."}}