{"id":"W3210325930","doi":"10.1128/aem.01733-21","title":"Induction of the Viable-but-Nonculturable State in <i>Salmonella</i> Contaminating Dried Fruit","year":2021,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Institute for the Advancement of Food and Nutrition Sciences","keywords":"Salmonella; Viable but nonculturable; Population; Inoculation; Dried fruit; Food preservation; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002383042,0.0002553242,0.0001859392,0.0001855835,0.0001564786,0.0003311271,0.0002744945,0.0002267991,0.001528829],"category_scores_gemma":[0.0003205069,0.0001158924,0.0002744361,0.0001029601,0.0002848173,0.0002265875,0.0003511129,0.0004761645,0.0003015035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181336,"about_ca_system_score_gemma":0.0002053493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001263679,"about_ca_topic_score_gemma":0.002046582,"domain_scores_codex":[0.9997131,0.00005778753,0.00002204093,0.0000688627,0.00007958587,0.00005849749],"domain_scores_gemma":[0.9997054,0.00007850354,0.00007798746,0.00004135848,0.00005705739,0.00003965471],"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":[0.00005283722,0.00002539436,0.0004838207,0.00003117833,0.000002616324,0.00003131777,0.00003068623,0.00001841012,0.9987102,0.00004806463,0.00002782584,0.0005376488],"study_design_scores_gemma":[0.000005557689,0.0008877627,0.01937029,0.00002258461,0.00001168524,0.0001424659,0.0001840342,0.0003619456,0.9775437,0.00006563605,0.001396528,0.0000078171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935702,0.0003696221,0.002929423,0.0001015578,0.00003792735,0.00008062998,0.0003942532,0.00005430852,0.002462181],"genre_scores_gemma":[0.993589,0.0002451076,0.002758653,0.00009562616,0.000009166966,0.00004440232,0.0006912911,0.00002994034,0.002536832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001528829,"threshold_uncertainty_score":0.005114436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007263092752407344,"score_gpt":0.1627140468325198,"score_spread":0.1554509540801125,"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."}}