{"id":"W2979898480","doi":"10.47339/ephj.2019.50","title":"Prevelance of Listeria in produce","year":2019,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria; Listeria monocytogenes; Food safety; Food and drug administration; Food processing; Food contaminant; Environmental health; Medicine; Salmonella; Business; Food science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028845,0.0002010404,0.0001865199,0.001507683,0.0004660118,0.001083063,0.0003452045,0.0004183777,0.001884076],"category_scores_gemma":[0.002524083,0.0001867582,0.0002515444,0.001085873,0.0005180289,0.0003762232,0.0004996708,0.0004289295,0.0001738704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347847,"about_ca_system_score_gemma":0.000833971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02777602,"about_ca_topic_score_gemma":0.03081054,"domain_scores_codex":[0.9991052,0.00009322883,0.00007632729,0.0001549637,0.0004412333,0.0001290469],"domain_scores_gemma":[0.9965821,0.0004533023,0.001957631,0.0001267841,0.0007060879,0.0001741513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000156945,0.00004268048,0.9905008,0.0001579983,0.00003139253,0.0002285634,0.0007917566,0.00003361246,0.001313488,0.00002769721,0.0002644435,0.006450593],"study_design_scores_gemma":[0.000001949522,0.0001804854,0.9963637,0.00007827576,0.0000294223,0.0006094503,0.000924963,0.00004139013,0.0006028936,0.00002107326,0.001141832,0.000004643728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938413,0.002386182,0.0001766807,0.0001806905,0.00001790142,0.00002015098,0.000766762,0.00002274652,0.002587579],"genre_scores_gemma":[0.9980206,0.0008657033,0.0002393099,0.00007374629,0.00001617174,0.000006646686,0.0003391039,0.000003130652,0.0004355276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02777602,"threshold_uncertainty_score":0.05522865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642603284702019,"score_gpt":0.2757482053789833,"score_spread":0.2493221725319631,"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."}}