{"id":"W2061227044","doi":"10.1139/w03-046","title":"Prevalence of<i>Escherichia coli</i>O157:H7 and<i>Salmonella</i>spp. in surface waters of southern Alberta and its relation to manure sources","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Health Canada; University of Alberta","keywords":"Manure; Salmonella; Surface water; Agriculture; Escherichia coli; Watershed; Livestock; Veterinary medicine; Water quality; Surface runoff; Biology; Geography; Environmental science; Bacteria; Ecology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0002607253,0.0003030162,0.0002560133,0.001023033,0.001052621,0.001070262,0.0004007326,0.000300248,0.0005946579],"category_scores_gemma":[0.0005694426,0.0001978347,0.000245674,0.001772144,0.0007207838,0.0002334203,0.0003835912,0.0002785422,0.00009997588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005859252,"about_ca_system_score_gemma":0.004749025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9487798,"about_ca_topic_score_gemma":0.968313,"domain_scores_codex":[0.9995752,0.00002806409,0.00001976786,0.00007804025,0.0001726363,0.0001262861],"domain_scores_gemma":[0.9995744,0.00004519217,0.0001083975,0.00001021733,0.0001506212,0.0001111148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104138,0.00003300812,0.9918046,0.00002376248,0.00002458712,0.0001808852,0.0008162917,0.0001760441,0.003232967,0.00002852332,0.0001251959,0.003443738],"study_design_scores_gemma":[0.000001975139,0.00002495706,0.9985017,0.000004321796,0.000006735275,0.00004064324,0.0008766992,0.0001557112,0.0002004174,0.000009642408,0.0001734551,0.000003839642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989932,0.00009925241,0.00004657971,0.00002392264,0.000001465009,0.000007304346,0.0003224648,0.00000380465,0.0005019527],"genre_scores_gemma":[0.9985936,0.0001559349,0.0001848443,0.00002589007,0.000002328116,0.000006698701,0.0004999621,0.000001406405,0.0005292521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05122024,"threshold_uncertainty_score":0.1030437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00920332580914892,"score_gpt":0.1955654822274738,"score_spread":0.1863621564183249,"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."}}