{"id":"W7131854755","doi":"10.5376/jvr.2025.15.0001","title":"Comparative Analysis of Vaccination Strategies in Poultry Production","year":2025,"lang":"","type":"article","venue":"Journal of Vaccine Research","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vaccination; Production (economics); Animal production; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008832057,0.0002088538,0.0002670293,0.0008196188,0.0002014635,0.0004914311,0.0004753635,0.0003221901,0.001413501],"category_scores_gemma":[0.00142865,0.00008989553,0.0002941797,0.0004608755,0.000204381,0.0003513393,0.0002158625,0.000186867,0.0002084637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182414,"about_ca_system_score_gemma":0.0004915548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627126,"about_ca_topic_score_gemma":0.004073481,"domain_scores_codex":[0.9995205,0.0001772474,0.00002198639,0.0001004757,0.00006495461,0.0001148159],"domain_scores_gemma":[0.9991263,0.0004273906,0.0001424639,0.00004370694,0.0001451534,0.000114977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01028836,0.001477253,0.4611103,0.0004659449,0.0005498407,0.0006154116,0.001603277,0.01005765,0.3815891,0.003298148,0.000437721,0.128507],"study_design_scores_gemma":[0.00004793438,0.006668663,0.9652034,0.00004219372,0.0001777727,0.0002860405,0.001095746,0.003185282,0.02139508,0.0004241847,0.001459044,0.00001455972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983619,0.0003120489,0.0002522051,0.0000159182,0.000001649702,0.000007708655,0.00007027909,0.000003657972,0.000974589],"genre_scores_gemma":[0.9992884,0.00009923612,0.000170948,0.000006508836,6.580026e-7,0.000005820151,0.00008244635,0.000001549516,0.0003442805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002627126,"threshold_uncertainty_score":0.008579016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365250743622586,"score_gpt":0.4601902716824668,"score_spread":0.3236651973202082,"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."}}