{"id":"W2043166122","doi":"10.1016/s0043-1354(02)00280-4","title":"Microbial contamination of two urban sandstone aquifers in the UK","year":2002,"lang":"en","type":"article","venue":"Water Research","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":140,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Groundwater; Contamination; Geology; Sewage; Groundwater flow; Hydrology (agriculture); Environmental science; Ecology; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002375227,0.0000576973,0.00008079842,0.00007464714,0.00008830694,0.00002980581,0.000309818,0.00003400311,0.004434334],"category_scores_gemma":[0.00003586607,0.00003315676,0.00002735239,0.0002295874,0.0002947793,0.00009913706,0.000126482,0.0002028323,0.0007876276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103008,"about_ca_system_score_gemma":0.000001764681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723208,"about_ca_topic_score_gemma":0.0006345703,"domain_scores_codex":[0.9982375,0.0005606117,0.0001831105,0.0001691441,0.0005513926,0.0002982765],"domain_scores_gemma":[0.999684,0.00004443305,0.000015687,0.0002025866,0.00001856935,0.00003467178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000670525,0.0005230851,0.2927828,0.0000304423,0.000008183356,0.00003037953,0.04902698,0.00004245401,0.6148724,0.001183301,0.03114933,0.01028361],"study_design_scores_gemma":[0.003468225,0.0004122315,0.4285844,0.00003259832,0.000006797829,0.00001166662,0.001479904,0.002180872,0.5271825,0.001612082,0.03469708,0.000331619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810464,0.00001056214,0.00002467318,0.001681498,0.000027501,0.0002318411,0.000002348895,0.000005200022,0.01697],"genre_scores_gemma":[0.9959969,0.000004114237,0.00002420283,0.0001405752,0.00002042543,0.00001692217,0.00000757224,0.000004372366,0.003784942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358016,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08877461838511312,"score_gpt":0.3457252696686109,"score_spread":0.2569506512834978,"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."}}