{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007967557,0.0005364569,0.0003417491,0.001704245,0.002295128,0.002190878,0.0008824411,0.0004649759,0.001947848],"category_scores_gemma":[0.001320311,0.0003853253,0.0004411799,0.002368294,0.0008543045,0.0004181397,0.0005095354,0.0004866071,0.0002262978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01831158,"about_ca_system_score_gemma":0.009980832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9538233,"about_ca_topic_score_gemma":0.9685565,"domain_scores_codex":[0.9984279,0.00007970886,0.00004307892,0.0003197748,0.0005823047,0.0005473623],"domain_scores_gemma":[0.9987741,0.0001248504,0.0001972626,0.00003230673,0.0006566571,0.0002147622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007912113,0.0001179866,0.9489129,0.00009838677,0.0001122508,0.0002987383,0.002310637,0.001437017,0.02844821,0.000319867,0.001097288,0.01605542],"study_design_scores_gemma":[0.000003235635,0.00009257688,0.9943206,0.0000152375,0.00002238966,0.00008079005,0.001424815,0.0005914446,0.002106322,0.00003479528,0.001291426,0.00001640104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995203,0.0001988729,0.0002961884,0.00004420277,0.00000467402,0.00002655083,0.001421794,0.00001349384,0.002791306],"genre_scores_gemma":[0.9964831,0.0001389199,0.0003833134,0.00003337182,0.000001994783,0.00001050736,0.001146397,0.000009626082,0.001792785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04617667,"threshold_uncertainty_score":0.1328605,"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."}}