{"id":"W4311995118","doi":"10.3390/w14244023","title":"Microbiological Contamination of Urban Groundwater in the Brazilian Western Amazon","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Consejo Nacional para Investigaciones Científicas y Tecnológicas; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Groundwater; Water well; Contamination; Citrobacter; Fecal coliform; Environmental science; Sanitation; Enterobacter; Hygiene; Aquifer; Water quality; Veterinary medicine; Environmental engineering; Biology; Ecology; Geology; Escherichia coli; Medicine","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":[0.0002069364,0.0002318239,0.0002726834,0.001018899,0.0005246699,0.0006390763,0.0001853782,0.0002143346,0.0006879947],"category_scores_gemma":[0.0006828031,0.0001818525,0.0001219865,0.001516874,0.0005155872,0.0002122647,0.0004189482,0.0001014535,0.00007361092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000596341,"about_ca_system_score_gemma":0.0006279725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03294946,"about_ca_topic_score_gemma":0.07500219,"domain_scores_codex":[0.9997081,0.00005872184,0.00002946525,0.00005068013,0.00009835004,0.00005475023],"domain_scores_gemma":[0.9996719,0.00005107752,0.0001510475,0.00001450074,0.00008664202,0.00002485026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278188,0.0001041994,0.8954512,0.0002801907,0.00003261918,0.00136869,0.006392044,0.0002013482,0.0689741,0.0002922603,0.0001256417,0.02664989],"study_design_scores_gemma":[0.000006598026,0.0001697951,0.9837021,0.00005096709,0.0000298524,0.001136613,0.007380188,0.0004368774,0.005034712,0.000182402,0.001854704,0.00001518454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987559,0.0002335364,0.000153648,0.00004941003,0.000001298685,0.00001428919,0.0001394361,0.000004470016,0.0006479088],"genre_scores_gemma":[0.9993111,0.0002243296,0.0002268287,0.00001619095,0.000001925313,0.000007307263,0.00007189849,0.000001410581,0.0001390226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03294946,"threshold_uncertainty_score":0.06551534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522787070364713,"score_gpt":0.23078600571967,"score_spread":0.2155581350160229,"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."}}