{"id":"W1986799329","doi":"10.1016/j.watres.2010.10.001","title":"Molecular subtypes of Campylobacter spp., Salmonella enterica, and Escherichia coli O157:H7 isolated from faecal and surface water samples in the Oldman River watershed, Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"Water Research","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada; Wilfrid Laurier University; University of Lethbridge; Health Canada; Alberta Environment and Protected Areas; Environment and Climate Change Canada; Public Health Agency of Canada","funders":"Agriculture and Agri-Food Canada; Health Canada","keywords":"Campylobacter; Biology; Salmonella enterica; Serotype; Salmonella; Feces; Sewage; Microbiology; Subtyping; Veterinary medicine; Escherichia coli; Surface water; Campylobacter coli; Pulsed-field gel electrophoresis; Bacteria; Genotype; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002475615,0.0004044719,0.0003202381,0.001831308,0.001346667,0.00111222,0.0006723544,0.0003557079,0.0008906433],"category_scores_gemma":[0.0005024358,0.0003626262,0.0001758914,0.002196599,0.000858586,0.000215143,0.0003194947,0.0003462813,0.0001953932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006304457,"about_ca_system_score_gemma":0.00634369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9602353,"about_ca_topic_score_gemma":0.9681153,"domain_scores_codex":[0.9994647,0.00002153313,0.00003349179,0.00008362737,0.0002629895,0.0001336868],"domain_scores_gemma":[0.9993923,0.00004379724,0.00007518203,0.000009507638,0.0003125256,0.0001666894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006694586,0.0001713341,0.9582756,0.00007688483,0.00005864964,0.0004154127,0.002478543,0.0004041603,0.02586721,0.0001628518,0.0009613202,0.01045861],"study_design_scores_gemma":[0.000008317491,0.00007435559,0.9950478,0.00001148851,0.00001572254,0.0001077403,0.002746389,0.0002198198,0.001051067,0.00001479408,0.0006959246,0.000006491774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977611,0.0002002705,0.0000818668,0.00003783889,0.00000628946,0.00002844817,0.0009326622,0.000005689168,0.0009456797],"genre_scores_gemma":[0.9952871,0.0002974868,0.0003263383,0.00005941531,0.000005756432,0.00001255564,0.001600512,0.000003595257,0.002407264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0397647,"threshold_uncertainty_score":0.07999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028667029001177,"score_gpt":0.2563083618262176,"score_spread":0.2276413328250406,"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."}}