{"id":"W3211546450","doi":"10.3389/fvets.2021.727495","title":"Salmonella in Animal Feeds: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Frontiers in Veterinary Science","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Pew Charitable Trusts","keywords":"Livestock; Salmonella; Serotype; Environmental health; Animal husbandry; Psychological intervention; Animal food; Animal feed; Veterinary medicine; Biotechnology; Biology; Medicine; Agriculture; Food science; Ecology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002428407,0.0004635708,0.002554447,0.0002026148,0.0001347659,0.00007706244,0.001452874,0.0002812436,0.0001281982],"category_scores_gemma":[0.0004822828,0.0002056286,0.0003544285,0.004725787,0.000458155,0.0002856188,0.00055171,0.0005134942,0.00002873236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764054,"about_ca_system_score_gemma":0.0003651688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006183568,"about_ca_topic_score_gemma":0.00002831006,"domain_scores_codex":[0.99556,0.0007742924,0.001108594,0.001292014,0.0003500474,0.0009150825],"domain_scores_gemma":[0.9988655,0.0003147572,0.0003599201,0.0002376278,0.00004734576,0.000174867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005682569,0.00005986281,0.0005265363,0.01125716,0.000005474783,0.0003581981,0.00001532778,2.11646e-7,0.00009917755,0.00001299142,0.00070547,0.9869539],"study_design_scores_gemma":[0.00006304688,0.0004973673,0.001467886,0.4104703,0.00004205577,0.0004180285,0.00007248821,0.00001147171,5.274185e-7,0.00002760605,0.5862589,0.000670264],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003829237,0.9934969,0.000002412224,0.0001003164,0.000968346,0.001030858,0.00001580216,0.0000329913,0.0005231306],"genre_scores_gemma":[0.0001100176,0.9985437,0.0006698415,0.0002980219,0.0001337866,0.0001232468,0.0000557207,0.000003056549,0.00006265307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862837,"threshold_uncertainty_score":0.8385292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067484273556203,"score_gpt":0.3691460415504282,"score_spread":0.2623976141948079,"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."}}