{"id":"W2117358815","doi":"10.1051/limn/2010033","title":"Variation of an indicator of<i>Escherichia coli</i>persistence from surface waters of mixed-use watersheds, and relationship with environmental factors","year":2010,"lang":"en","type":"article","venue":"Annales de Limnologie - International Journal of Limnology","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Alberta Environment and Protected Areas; University of British Columbia; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Turbidity; Environmental science; Water quality; Settling; Persistence (discontinuity); Fecal coliform; Dilution; Population; Contamination; Pollution; Hydrology (agriculture); Surface water; Water column; Escherichia coli; Environmental chemistry; Animal science; Biology; Ecology; Chemistry; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004276879,0.0001331114,0.0002698392,0.0001103193,0.00003316991,0.00001238569,0.0004554642,0.0001804546,0.000142096],"category_scores_gemma":[0.0001921201,0.0001013569,0.00007165821,0.00006729013,0.0007004338,0.0005565323,0.0001240836,0.0003035443,0.000003234997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006459041,"about_ca_system_score_gemma":0.00003284068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002793504,"about_ca_topic_score_gemma":0.00008149735,"domain_scores_codex":[0.9985018,0.0002140872,0.0005725561,0.0001860171,0.0003742134,0.0001513599],"domain_scores_gemma":[0.9986719,0.000369445,0.0006490262,0.0001622104,0.00005771506,0.00008973863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002332821,0.0001741075,0.7017035,0.000004030227,0.00009771334,0.000007514492,0.00149354,0.0001787515,0.295642,0.0001430214,0.000007111793,0.0003155046],"study_design_scores_gemma":[0.0005275318,0.0005000721,0.8838363,0.00001394571,0.00004161444,0.00002263823,0.0006368562,0.0001240395,0.1135935,0.0005115184,0.0001009492,0.00009104053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984607,0.00002706491,0.0005754331,0.0005292319,0.0002265387,0.00007145297,0.00007721352,0.000006866562,0.00002545847],"genre_scores_gemma":[0.9933024,0.00006329906,0.006481627,0.00006535104,0.00001863119,8.337827e-7,0.00003998866,0.000008744701,0.000019148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821328,"threshold_uncertainty_score":0.4133213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383308561936825,"score_gpt":0.2477664957463201,"score_spread":0.2139334101269519,"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."}}