{"id":"W7024908008","doi":"","title":"A Temporal Study of Salmonella enterica Serovars in Poultry Breeder Flocks and Hatcheries in Ontario from 2009 to 2018","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Quantum Chromodynamics and Particle Interactions","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flock; Hatchery; Salmonella enterica; Breeder (animal); Waterfowl; Serotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008811736,0.0001286776,0.000297571,0.000132126,0.0000887651,0.00001170071,0.0002323122,0.00004070323,0.000904174],"category_scores_gemma":[0.000001443008,0.0001409206,0.00006670303,0.0002001265,0.00002654165,0.00008480716,0.0001032335,0.0003067471,0.000003689681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008193558,"about_ca_system_score_gemma":0.0001025391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7825986,"about_ca_topic_score_gemma":0.622501,"domain_scores_codex":[0.9992814,0.00007323379,0.0001831358,0.0002079343,0.0001336866,0.0001206293],"domain_scores_gemma":[0.9994715,0.0000553598,0.0001879289,0.0002146976,0.0000353857,0.0000351566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001071295,0.001173518,0.8630078,0.00002225186,0.0002678044,0.00001886271,0.1221965,0.0007292756,0.01031283,0.00009938207,0.0004690414,0.0006313826],"study_design_scores_gemma":[0.000650218,0.0001867596,0.760747,0.00003791294,0.00006347027,1.965836e-7,0.2371984,0.0003338016,0.00001399146,0.0002846304,0.0003655484,0.0001181346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984161,0.00002401678,0.00001593604,0.00008987879,0.0001376114,0.0002931957,0.0001160096,0.000003612113,0.0009036296],"genre_scores_gemma":[0.9971538,0.000002746743,0.00004701872,0.000004416927,0.00001295266,0.000001506029,0.0002258881,0.00000972918,0.002541996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600977,"threshold_uncertainty_score":0.9900071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335644936854233,"score_gpt":0.2330278343987425,"score_spread":0.2196713850302002,"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."}}