{"id":"W4407599719","doi":"10.54846/am2025/144","title":"PCV2 prevalence and genotype diversity at processing and potential correlation with downstream performance in Canadian production systems","year":2025,"lang":"en","type":"article","venue":"AASV Annual Meeting","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Downstream (manufacturing); Diversity (politics); Genotype; Production (economics); Correlation; Downstream processing; Computer science; Engineering; Biology; Genetics; Political science; Operations management; Mathematics; Economics; Gene","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":[0.0002498724,0.00005961376,0.00009094473,0.0001758552,0.0004941276,0.00001867777,0.00002018489,0.00005779801,0.000001869636],"category_scores_gemma":[0.00006734886,0.00005008089,0.000004943422,0.0002121062,0.00009270781,0.0001988123,0.00007054065,0.000148792,0.000001451253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441659,"about_ca_system_score_gemma":0.0001179814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03203793,"about_ca_topic_score_gemma":0.01198823,"domain_scores_codex":[0.9994485,0.00003052,0.00008868592,0.0001782596,0.00007351569,0.0001805288],"domain_scores_gemma":[0.9997309,0.000008409391,0.00002926765,0.00006188844,0.0001202315,0.00004923816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117576,0.00001172136,0.9910907,0.0003590675,0.0000114434,0.000005645592,0.0005523298,0.0002046533,0.0004869399,0.000009385083,0.00001260139,0.007137976],"study_design_scores_gemma":[0.0003675397,0.0001850383,0.9915372,0.0006986404,0.00003489905,0.00009059913,0.0005294505,0.006170826,0.0001746373,0.000001313147,0.0001546296,0.00005521245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996617,0.001511134,0.00001340176,0.0002839888,0.00008735056,0.0002801938,0.000002147848,0.00001468431,0.001190111],"genre_scores_gemma":[0.9983538,0.0002505322,0.00003245815,0.00001319962,0.00002672599,0.000007172498,0.000004447253,0.000003264751,0.001308429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0200497,"threshold_uncertainty_score":0.9744078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007367910910682227,"score_gpt":0.2379690004937317,"score_spread":0.2306010895830495,"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."}}