{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001841373,0.0002969627,0.0002911685,0.001036195,0.002071355,0.001272475,0.0004472687,0.0002863374,0.0008341582],"category_scores_gemma":[0.0005178259,0.000263866,0.000224603,0.002070266,0.0009370391,0.0002103158,0.0005156319,0.0002435773,0.0001671973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00730153,"about_ca_system_score_gemma":0.007830631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9506184,"about_ca_topic_score_gemma":0.9774727,"domain_scores_codex":[0.9995191,0.00002231381,0.00003170035,0.0001014792,0.0001973726,0.0001280977],"domain_scores_gemma":[0.9991848,0.00004835613,0.0001885734,0.00001875286,0.0003806676,0.0001788159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001146164,0.00002438075,0.9772012,0.00006231415,0.00002848627,0.0002882713,0.002809941,0.00008467259,0.0140303,0.00003358513,0.0004855961,0.004836606],"study_design_scores_gemma":[0.000002729086,0.00002014514,0.9975031,0.000009511519,0.000006645743,0.00007070717,0.00136765,0.00006084995,0.000306482,0.000004767255,0.0006420604,0.000005512273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982461,0.0001480465,0.00005689005,0.00004116312,0.000001564913,0.00001849022,0.0005960381,0.000004745572,0.0008870825],"genre_scores_gemma":[0.9975684,0.0002695624,0.0002525166,0.00005771467,0.000002703009,0.00001459358,0.0009815934,0.000004024899,0.0008486692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04938155,"threshold_uncertainty_score":0.09934467,"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."}}