{"id":"W2086951746","doi":"10.1007/s11270-005-7905-4","title":"Microbial Indicators of Faecal Contamination in Water: A Current Perspective","year":2005,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":298,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contamination; Outbreak; Indicator organism; Water contamination; Indicator bacteria; Environmental science; Environmental health; Biology; Fecal coliform; Ecology; Water quality; Environmental engineering; Medicine; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01074583,0.001170094,0.002986842,0.002490868,0.0007036565,0.008109691,0.001858206,0.005716422,0.002885611],"category_scores_gemma":[0.006105908,0.0005551079,0.0008323609,0.002509299,0.006944854,0.009174844,0.001413265,0.003361466,0.000911778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811295,"about_ca_system_score_gemma":0.002348115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117841,"about_ca_topic_score_gemma":0.004324179,"domain_scores_codex":[0.9975585,0.0007735328,0.0004269848,0.00044779,0.0006072831,0.0001857814],"domain_scores_gemma":[0.9856492,0.008213405,0.001187052,0.0004290681,0.003728512,0.0007928251],"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":[0.002444673,0.0007907618,0.03415009,0.01383891,0.0006835782,0.001443049,0.001384,0.003227193,0.03442408,0.03784049,0.01363079,0.8561423],"study_design_scores_gemma":[0.0002348164,0.008070405,0.07602605,0.00775325,0.002021874,0.008886111,0.01100486,0.006995866,0.02360843,0.1183619,0.7364563,0.0005800853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006039344,0.969969,0.006559055,0.01303477,0.0007002362,0.00001501256,0.00009229346,0.00002811626,0.003562129],"genre_scores_gemma":[0.1220133,0.8525637,0.005884785,0.00677508,0.01033741,0.00005732653,0.0001410646,0.0000190408,0.002208358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01074583,"threshold_uncertainty_score":0.05683005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00798622342345569,"score_gpt":0.2450387987239903,"score_spread":0.2370525753005346,"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."}}