{"id":"W2039751620","doi":"10.1016/j.scitotenv.2014.05.021","title":"The influence of metamorphic grade on arsenic in metasedimentary bedrock aquifers: A case study from Western New England, USA","year":2014,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Marathon; National Science Foundation","keywords":"Metamorphic rock; Phyllite; Geology; SLATES; Chlorite; Geochemistry; Bedrock; Aquifer; Sedimentary rock; Arsenopyrite; Biotite; Schist; Pyrite; Groundwater; Quartz; Mineralogy; Geomorphology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002303448,0.0001554751,0.0002048777,0.0005922159,0.0009911521,0.000649574,0.0003453944,0.0003259364,0.000628802],"category_scores_gemma":[0.0005633727,0.0001473581,0.0001591463,0.0009830568,0.0006823111,0.0003484309,0.0005853131,0.0002194749,0.00006044735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612082,"about_ca_system_score_gemma":0.001447613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4928094,"about_ca_topic_score_gemma":0.8370506,"domain_scores_codex":[0.9998333,0.00004596739,0.00001302916,0.00002708744,0.00004370477,0.00003681072],"domain_scores_gemma":[0.9995829,0.0001322941,0.00008364907,0.00001525734,0.0001455861,0.00004023836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002625091,0.0001938573,0.9587715,0.000101907,0.00006343373,0.006056539,0.009879328,0.001080795,0.01030474,0.0003765155,0.0003620298,0.01254675],"study_design_scores_gemma":[0.0000085809,0.0001851709,0.9746827,0.00003012775,0.00005370049,0.000699619,0.01972645,0.0009435229,0.002197199,0.0001007872,0.001361221,0.00001087183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991639,0.00002157454,0.00003626355,0.00002994559,4.163335e-7,0.000005987285,0.0000432615,0.000001201325,0.0006975267],"genre_scores_gemma":[0.9992112,0.0000811029,0.0001333692,0.00001788066,4.783228e-7,0.000003171076,0.00003652681,9.426413e-7,0.0005153325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4928094,"threshold_uncertainty_score":0.9798819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198812243276488,"score_gpt":0.2252769709826857,"score_spread":0.2132888485499208,"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."}}