{"id":"W2128837772","doi":"10.3390/w3010001","title":"Arsenic Contamination of Groundwater in Nepal—An Overview","year":2010,"lang":"en","type":"article","venue":"Water","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Twente; University of Calgary","keywords":"Arsenic contamination of groundwater; Contamination; Arsenic; Groundwater; Environmental science; Groundwater contamination; Water resource management; Contaminated groundwater; Environmental chemistry; Aquifer; Environmental remediation; Geology; Chemistry; Biology; Materials science; Metallurgy; Ecology; Geotechnical engineering","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":[0.0003789033,0.000528289,0.0004607754,0.004633759,0.0005680461,0.002165853,0.0006242124,0.0008129688,0.001794294],"category_scores_gemma":[0.0003573402,0.0003884523,0.000447588,0.003723956,0.0004107875,0.001737929,0.001115965,0.0006367019,0.0005739664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174091,"about_ca_system_score_gemma":0.001442916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008345323,"about_ca_topic_score_gemma":0.01337417,"domain_scores_codex":[0.9997672,0.000036553,0.00003739468,0.00004802111,0.00007060289,0.0000401997],"domain_scores_gemma":[0.9997618,0.00006799315,0.00004747918,0.000006764218,0.00009754441,0.00001857422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002657254,0.0003576504,0.02928112,0.02295334,0.0003780085,0.005139232,0.003111256,0.001973087,0.01802457,0.003861684,0.00889376,0.9057605],"study_design_scores_gemma":[0.00002045044,0.001727454,0.1412551,0.006205342,0.0006553701,0.01790331,0.005176842,0.001257858,0.01041931,0.003679513,0.8115343,0.0001650479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06850914,0.8827965,0.002816903,0.002602364,0.0002322618,0.000158467,0.0009175384,0.00009414191,0.04187271],"genre_scores_gemma":[0.09977399,0.8892976,0.001968289,0.0009167864,0.0002687398,0.00007913015,0.0007215448,0.00001151264,0.006962445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008345323,"threshold_uncertainty_score":0.01659352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556909617082432,"score_gpt":0.2543497201844518,"score_spread":0.2387806240136275,"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."}}