{"id":"W4200575290","doi":"10.3390/pathogens11010009","title":"Temporal Study of Salmonella enterica Serovars Isolated from Fluff Samples from Ontario Poultry Hatcheries between 2009 and 2018","year":2021,"lang":"en","type":"article","venue":"Pathogens","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada); University of Guelph","funders":"","keywords":"Salmonella enterica; Serotype; Waterfowl; Hatchery; Biosecurity; Biology; Veterinary medicine; Salmonella; Influenza A virus subtype H5N1; Fishery; Ecology; Microbiology; Virology; Medicine; Habitat","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002438117,0.0002450863,0.0002045149,0.001036617,0.0007758485,0.0005008347,0.0003233292,0.0001834827,0.001142299],"category_scores_gemma":[0.0008554335,0.0002280235,0.0002791849,0.001166363,0.0003351338,0.0002443774,0.0003740708,0.0001942211,0.0001413872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00510793,"about_ca_system_score_gemma":0.003497386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8532604,"about_ca_topic_score_gemma":0.9453766,"domain_scores_codex":[0.9996656,0.00001502602,0.00002189827,0.00007455285,0.0001228345,0.0001000621],"domain_scores_gemma":[0.9990097,0.00005038607,0.0003727578,0.00002546076,0.0003978635,0.0001437962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006108503,0.000007139817,0.9961105,0.00002506114,0.00001908208,0.00009508478,0.0004938777,0.00003642785,0.001265259,0.00001114125,0.0001687484,0.001706672],"study_design_scores_gemma":[5.11127e-7,0.0000135601,0.9991429,0.000005371146,0.00000501617,0.00002991414,0.0003987899,0.00004581132,0.00008163784,0.000001358849,0.0002739402,0.00000113268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962024,0.0002034673,0.0001207503,0.00004693647,0.000004100063,0.00001948327,0.002293248,0.000006430373,0.001103071],"genre_scores_gemma":[0.9963095,0.0002757643,0.000193033,0.00002842928,0.000003924739,0.00001860839,0.001898063,0.000002511263,0.00127018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467396,"threshold_uncertainty_score":0.2952075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04852862474107116,"score_gpt":0.2345202742030512,"score_spread":0.18599164946198,"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."}}