{"id":"W3211081101","doi":"10.3390/pathogens10111368","title":"Use of an Ecosystem-Based Approach to Shed Light on the Heterogeneity of the Contamination Pattern of Listeria monocytogenes on Conveyor Belt Surfaces in a Swine Slaughterhouse in the Province of Quebec, Canada","year":2021,"lang":"en","type":"article","venue":"Pathogens","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"F. Ménard (Canada); Université de Montréal; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Listeria monocytogenes; Biology; Multilocus sequence typing; Contamination; Sanger sequencing; Microbiology; Typing; Listeria; Genotype; Bacteria; DNA sequencing; Gene; Genetics; Ecology","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":[0.0005056208,0.0001941778,0.0003487509,0.0000443172,0.0000307119,0.00001138521,0.0005113635,0.0001076899,0.00000237701],"category_scores_gemma":[0.0001614629,0.0001178456,0.0001012298,0.0002154096,0.00006294027,0.000006697485,0.0001567332,0.00006989922,8.19503e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006727708,"about_ca_system_score_gemma":0.0004852697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03489903,"about_ca_topic_score_gemma":0.8265697,"domain_scores_codex":[0.9976607,0.0009007952,0.0006119351,0.0003532691,0.0002951817,0.0001781116],"domain_scores_gemma":[0.9982266,0.0001109053,0.0003807808,0.0010758,0.0001735708,0.00003231965],"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":[0.0003470982,0.0004343481,0.02070912,0.0002056855,0.00004448582,0.000007969233,0.0003785379,0.004517229,0.9727497,0.00003077661,0.00003193121,0.0005431548],"study_design_scores_gemma":[0.0004402942,0.0002389853,0.05546429,0.00009241069,0.00002089784,0.000003517921,0.0002719142,0.0006107448,0.9424651,0.000001286001,0.0002764099,0.0001141479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977669,0.00008790839,0.0001006642,0.0003419858,0.0001052911,0.0007827256,0.0007737095,0.000001851616,0.00003898782],"genre_scores_gemma":[0.999306,0.000008501692,0.00009897391,0.0003608083,0.00002065756,0.00005606702,0.0001080739,0.00002075444,0.00002020459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7916707,"threshold_uncertainty_score":0.9715276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146901706066902,"score_gpt":0.2691080920290184,"score_spread":0.2176390749683493,"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."}}