{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004789496,0.00007828049,0.0001722638,0.00005701419,0.00002967532,0.00000513681,0.0001019886,0.00008077739,0.0002277259],"category_scores_gemma":[0.00008332654,0.00006749073,0.00002287653,0.00009251209,0.0001405102,0.00005712889,0.00001485744,0.0001030708,0.00001590908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005612376,"about_ca_system_score_gemma":0.00004440449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006625609,"about_ca_topic_score_gemma":0.01546755,"domain_scores_codex":[0.9991577,0.0002147646,0.0003112425,0.0001193794,0.00003419733,0.0001627282],"domain_scores_gemma":[0.9995223,0.00005815472,0.0001566844,0.00006070466,0.00002089931,0.0001813059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003223406,0.00001279147,0.5620114,0.00004485173,0.00001032709,0.000006195492,0.005671696,0.0005967767,0.4312428,0.00007873266,0.0001784244,0.0001138779],"study_design_scores_gemma":[0.001518125,0.0005966983,0.8012019,0.0002160248,0.0000521242,0.0001998506,0.001742768,0.00006820337,0.1803314,0.0002702362,0.013381,0.00042166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987308,0.0004026792,0.00001637301,0.0003796578,0.00005130318,0.00009327352,0.00002647039,6.294945e-7,0.0002987649],"genre_scores_gemma":[0.9988016,0.00002033129,0.0002100776,0.0001817411,0.000003103402,3.001536e-7,0.000001056941,0.000004828262,0.0007770002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2509113,"threshold_uncertainty_score":0.9999893,"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."}}