{"id":"W4408470953","doi":"10.21083/ruralreview.v7i1.7397","title":"Demographic, Husbandry, and Biosecurity-related Risk Factors for Mycoplasma gallisepticum in Small Poultry Flocks in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biosecurity; Flock; Animal husbandry; Mycoplasma gallisepticum; Veterinary medicine; Poultry farming; Biology; Geography; Mycoplasma; Agriculture; Ecology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002722607,0.0002020466,0.0001453663,0.0005853742,0.001343792,0.0004833851,0.0004576498,0.0001903422,0.001425999],"category_scores_gemma":[0.0008529348,0.0002026563,0.0001990813,0.001052313,0.0004788527,0.0002190428,0.0002653664,0.0002442263,0.000103142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008209468,"about_ca_system_score_gemma":0.007860785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796156,"about_ca_topic_score_gemma":0.9919212,"domain_scores_codex":[0.9997585,0.00002852636,0.00001436437,0.00003718053,0.00006555313,0.00009576586],"domain_scores_gemma":[0.9989341,0.00008578054,0.0003404178,0.00002270495,0.0002839116,0.0003331304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002204542,0.00001411392,0.9976488,0.00001676191,0.000008057118,0.00004844082,0.0005037848,0.00002450497,0.0002151617,0.00001579193,0.0002909139,0.00119168],"study_design_scores_gemma":[8.774457e-7,0.00001176013,0.9991918,0.000006774955,0.000002380802,0.00001199893,0.0005767366,0.00003326996,0.000008483535,0.000002586797,0.0001522195,0.000001040399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981535,0.0003160541,0.0000511522,0.0001588179,0.00000439293,0.00001554642,0.00046424,0.000002156751,0.0008340762],"genre_scores_gemma":[0.9986117,0.0003213888,0.00007903465,0.00003905829,0.000002600884,0.00001073454,0.0003110287,9.774827e-7,0.0006234666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02038443,"threshold_uncertainty_score":0.05956411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024815358796996,"score_gpt":0.2678747462456185,"score_spread":0.2476265926576486,"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."}}