{"id":"W2943588815","doi":"10.1289/isee.2011.01240","title":"ARSENIC BIOMONITORING IN RURAL NOVA SCOTIA, CANADA","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Dalhousie University; Acadia University; University of Prince Edward Island","funders":"","keywords":"Arsenic; Biomonitoring; Nova scotia; Arsenic contamination of groundwater; Environmental health; Environmental chemistry; Ingestion; Arsenic poisoning; Environmental science; Toxicology; Medicine; Chemistry; Biology; Geography; Internal medicine","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":[0.0005225584,0.000311813,0.0002146539,0.001697164,0.002829937,0.00088273,0.0006473797,0.0002298328,0.002447777],"category_scores_gemma":[0.001106226,0.0002397986,0.0002040782,0.002712215,0.0004566601,0.0001368692,0.0006029624,0.000267837,0.0003658766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02328219,"about_ca_system_score_gemma":0.03728339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995222,"about_ca_topic_score_gemma":0.998211,"domain_scores_codex":[0.9993958,0.00008302777,0.00004296175,0.0001050443,0.0002404393,0.0001326796],"domain_scores_gemma":[0.9981468,0.00008588214,0.0001713423,0.00004228648,0.001277263,0.0002764932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003658376,0.0001247985,0.8827129,0.0006690806,0.0001154814,0.002384175,0.002948755,0.002056733,0.01286718,0.001119791,0.01586373,0.07877143],"study_design_scores_gemma":[0.0000249135,0.00009313515,0.9606915,0.0001897976,0.00003017477,0.00051249,0.003173797,0.000801223,0.001097022,0.0001125845,0.0332487,0.00002482274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191831,0.00814872,0.001797322,0.002816314,0.0001349747,0.0007062408,0.01573728,0.0001632939,0.05131258],"genre_scores_gemma":[0.963155,0.003292802,0.003538211,0.0007329311,0.00002112043,0.0001230255,0.003018077,0.00003046296,0.02608841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328219,"threshold_uncertainty_score":0.1689249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021569407405315,"score_gpt":0.2270160037330735,"score_spread":0.1968003096590204,"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."}}