{"id":"W4206288359","doi":"10.32473/edis-vm136-2008","title":"Investigating Vaccination Failure in Poultry Flocks","year":2009,"lang":"en","type":"article","venue":"EDIS","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Flock; Vaccination; Veterinary medicine; Butcher; Medicine; Geography; Virology; Archaeology","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":[0.00007313152,0.00005118743,0.00005718165,0.000008063844,0.0001205011,0.00001711438,0.00005444325,0.00003953301,0.000182364],"category_scores_gemma":[0.0001160284,0.00001934243,0.00002082294,0.0002656751,0.000008117449,0.00008230824,0.00001605965,0.00007706631,0.00003366351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000214925,"about_ca_system_score_gemma":0.000001633475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084655,"about_ca_topic_score_gemma":0.0009080415,"domain_scores_codex":[0.9996149,0.00001727289,0.00008602366,0.0001053709,0.00006655353,0.0001098703],"domain_scores_gemma":[0.9998749,0.00004243436,0.00002448044,0.00001453157,0.0000211118,0.00002255286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003104612,0.00008007037,0.6405037,0.000002250317,0.000003778373,0.000001755825,0.0004000759,0.00001316317,0.1202747,0.001376501,0.01159819,0.2257427],"study_design_scores_gemma":[0.00004044316,0.00008465177,0.991294,0.000007463552,0.000001303076,0.000001018727,0.0006138172,0.00002234635,0.0004629398,0.00207136,0.005337464,0.00006325354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892423,0.00004469832,0.000001958221,0.004044812,0.00005732687,0.00005348901,0.00000212301,0.00005051677,0.006502845],"genre_scores_gemma":[0.9990886,0.000007491605,0.000138262,0.0003349783,0.0002992338,0.000003909554,0.000005482161,1.617698e-7,0.0001219125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3507902,"threshold_uncertainty_score":0.1996758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832953255202182,"score_gpt":0.2373209440933818,"score_spread":0.21899141154136,"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."}}