{"id":"W1976016889","doi":"10.1139/w07-013","title":"Nematodes as a source of total coliforms in a distribution system","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fecal coliform; Nematode; Biology; Coliform bacteria; Veterinary medicine; Environmental science; Bacteria; Water quality; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000233403,0.0003571001,0.0002951062,0.001822419,0.001377412,0.0008643253,0.0002767348,0.0003857721,0.0008952343],"category_scores_gemma":[0.0006437092,0.0002739488,0.0001387069,0.001191742,0.0006929606,0.0004487098,0.0006981132,0.0003067319,0.0001493937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671329,"about_ca_system_score_gemma":0.001444451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05786031,"about_ca_topic_score_gemma":0.125221,"domain_scores_codex":[0.9995762,0.0000578738,0.0000227278,0.00007768478,0.0001889557,0.00007652862],"domain_scores_gemma":[0.9993298,0.00009236718,0.0001764661,0.00001667116,0.0002540867,0.000130685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003263033,0.00015879,0.7791775,0.0002100986,0.00005251403,0.002481303,0.001430189,0.0007561375,0.1999813,0.0001175647,0.0002639489,0.01504432],"study_design_scores_gemma":[0.000017143,0.0005340267,0.9625862,0.00003134874,0.00005831635,0.001127408,0.001893193,0.001697607,0.03047204,0.00006839498,0.00148258,0.00003174187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993648,0.00006325923,0.0001793862,0.00002409486,0.000001278515,0.00001246123,0.00005087692,0.000007444179,0.0002963862],"genre_scores_gemma":[0.9983453,0.0001522185,0.0006184847,0.00001977267,0.000002533034,0.000006519564,0.00009778624,0.000002909396,0.0007546706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05786031,"threshold_uncertainty_score":0.115047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003553585733388676,"score_gpt":0.1815454046598903,"score_spread":0.1779918189265016,"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."}}