{"id":"W4319598479","doi":"10.3390/pathogens12020278","title":"Temporal Study of Salmonella enterica Serovars Isolated from Environmental Samples from Ontario Poultry Breeder Flocks between 2009 and 2018","year":2023,"lang":"en","type":"article","venue":"Pathogens","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada); University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Flock; Serotype; Salmonella enterica; Salmonella; Biology; Veterinary medicine; Virology; Medicine; Ecology; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002257478,0.0002289902,0.0001918657,0.001222261,0.0008538268,0.0005679433,0.0003751436,0.0001822865,0.001043561],"category_scores_gemma":[0.000793762,0.0002664494,0.0002432169,0.0014581,0.0003457138,0.0002899324,0.0005407304,0.0002014042,0.0001431549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004697619,"about_ca_system_score_gemma":0.004243422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8499374,"about_ca_topic_score_gemma":0.95012,"domain_scores_codex":[0.9996165,0.00001863081,0.0000248679,0.00007668594,0.0001620277,0.0001011753],"domain_scores_gemma":[0.9987379,0.00005337457,0.000433463,0.00002747936,0.0005465504,0.0002011592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008289262,0.00001046398,0.9940573,0.00004637738,0.00002423667,0.0001497671,0.001027406,0.00003765014,0.0015926,0.00001830629,0.0004192467,0.002533749],"study_design_scores_gemma":[7.16945e-7,0.00001399443,0.998444,0.00001015938,0.000005547986,0.00003940887,0.0007605804,0.00003420981,0.00008906271,0.000001811174,0.0005986625,0.000001781239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948506,0.0001870015,0.0001022991,0.00007037565,0.000007077359,0.0000236859,0.003180455,0.000006177045,0.0015723],"genre_scores_gemma":[0.994769,0.0004372827,0.0002869715,0.00004908783,0.000007634882,0.00003006631,0.002868591,0.00000408817,0.001547281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1500626,"threshold_uncertainty_score":0.3018926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286870434621368,"score_gpt":0.2248091442081893,"score_spread":0.1819404398619756,"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."}}