{"id":"W1968697317","doi":"10.1021/es9018817","title":"Hydrous Silica Coatings: Occurrence, Speciation of Metals, and Environmental Significance","year":2009,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; University of Manitoba","funders":"","keywords":"Schwertmannite; Hydroxide; Silicate; Tailings; Metal; Metalloid; Sorption; Mineralogy; Nucleation; Inorganic chemistry; Materials science; Metallurgy; Environmental chemistry; Goethite; Chemistry; Adsorption","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0000845653,0.0001320372,0.00007338937,0.00046414,0.000202837,0.0002989276,0.0001667408,0.0001686727,0.0005002016],"category_scores_gemma":[0.0001540148,0.0001067497,0.00005268226,0.0003271945,0.0002716491,0.0001397544,0.0001688428,0.0001005005,0.0001034302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004031557,"about_ca_system_score_gemma":0.0002651947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661484,"about_ca_topic_score_gemma":0.02913668,"domain_scores_codex":[0.9999098,0.000004864902,0.000003135067,0.00002320384,0.00004244079,0.00001662947],"domain_scores_gemma":[0.9999011,0.00001134597,0.00002887043,0.000003409883,0.00003741295,0.00001788829],"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":[0.0001497525,0.00002072581,0.07284892,0.0001080984,0.00001903853,0.0001480104,0.000163385,0.0001427894,0.9134427,0.0001185573,0.0001491734,0.01268892],"study_design_scores_gemma":[0.000006339249,0.0001611133,0.6627218,0.0000101496,0.0000215754,0.0005752354,0.000436383,0.001653677,0.3292249,0.0001237439,0.005053343,0.00001163576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970011,0.000990355,0.0004755028,0.00001935877,0.00000237969,0.00001035446,0.0001613449,0.00001108987,0.001328466],"genre_scores_gemma":[0.9976718,0.0005301043,0.0006725772,0.000009560394,0.000002894116,0.000004786645,0.0001350911,0.000003186796,0.0009700333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661484,"threshold_uncertainty_score":0.03303623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004425261907526155,"score_gpt":0.2094207387511099,"score_spread":0.2049954768435837,"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."}}