{"id":"W2032151692","doi":"10.1016/j.vetimm.2008.10.297","title":"Challenges in mucosal vaccination of cattle","year":2008,"lang":"en","type":"article","venue":"Veterinary Immunology and Immunopathology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Nasal administration; Vaccination; Immunogenicity; Immunology; Antigen; Immune system; Biology; Microbiology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003065748,0.0001730034,0.0004065965,0.0004471648,0.0001750091,0.000002254286,0.0001703358,0.0003664609,0.0003408791],"category_scores_gemma":[0.00007318165,0.0001710392,0.0000621835,0.0001699004,0.0005870172,0.0001282884,0.0002086712,0.0003622277,0.0001161448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002967,"about_ca_system_score_gemma":0.00006600902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011675,"about_ca_topic_score_gemma":0.00001331773,"domain_scores_codex":[0.9983394,0.0005180078,0.0003956312,0.0003421367,0.00002075032,0.0003841458],"domain_scores_gemma":[0.9993302,0.0001476536,0.0001051564,0.0003295096,0.00007264806,0.00001483696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005796037,0.0003889915,0.006773024,0.00004508908,0.00006943048,0.0001099358,0.0008303958,0.000001396897,0.9645125,0.001843373,0.00004973597,0.02479648],"study_design_scores_gemma":[0.002829085,0.002491117,0.9232432,0.00002767092,0.0000172094,0.01345913,0.0005099691,0.000001719813,0.05232094,0.0004564092,0.004381711,0.0002618794],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9282917,0.06894307,0.00001493293,0.0002037673,0.000413539,0.0001677089,0.00001541711,0.00003638678,0.001913471],"genre_scores_gemma":[0.9752525,0.02431306,0.00004187965,0.00001805676,0.000009333486,0.00004120759,0.00004803876,0.00001351018,0.0002624248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9164701,"threshold_uncertainty_score":0.6974776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06509197962314676,"score_gpt":0.2999364161579661,"score_spread":0.2348444365348193,"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."}}