{"id":"W2141126994","doi":"10.1128/aem.00354-07","title":"Distribution and Characteristics of <i>Listeria monocytogenes</i> Isolates from Surface Waters of the South Nation River Watershed, Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Environment and Climate Change Canada; Health Canada; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Health Canada","keywords":"Listeria monocytogenes; Virulence; Biology; Serotype; Veterinary medicine; Listeria; Microbiology; Outbreak; Pathogen; Watershed; Bacteria; Virology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007669793,0.0001350246,0.0001657968,0.000005586632,0.00005360814,0.000003215894,0.0001014067,0.0001320413,0.000009276662],"category_scores_gemma":[0.000001725213,0.0001058372,0.00002619826,0.00001364838,0.0003243042,0.000002451055,0.0002730907,0.00004682668,2.976009e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000655695,"about_ca_system_score_gemma":0.00002905751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05489265,"about_ca_topic_score_gemma":0.03530612,"domain_scores_codex":[0.9993078,0.00002143824,0.000248237,0.0002389457,0.00002953772,0.0001540669],"domain_scores_gemma":[0.9996235,0.00001041844,0.0001480337,0.0001797436,0.000005076951,0.00003317564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000171771,0.00001444979,0.09742294,0.000007863182,0.00004405072,2.683408e-7,0.000246076,0.000005306261,0.9018193,0.000006108536,0.00002502482,0.000236764],"study_design_scores_gemma":[0.0003792686,0.00004387094,0.1978191,0.000003166581,0.00002651008,0.000008232164,0.0001666618,0.000001096923,0.7972084,0.0000103401,0.004228551,0.0001048132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982039,0.00008867282,0.0001541407,0.00001915001,0.0001393554,0.0001406231,0.00123257,0.000001465077,0.00002007052],"genre_scores_gemma":[0.9973519,0.00004298169,0.0001303003,0.0001069391,0.00002439263,0.000001622523,0.002299973,0.000009442173,0.00003241244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104611,"threshold_uncertainty_score":0.982297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059190848768067,"score_gpt":0.1851115877627622,"score_spread":0.1745196792750815,"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."}}