{"id":"W2537536312","doi":"10.1111/eva.12442","title":"The industrialization of farming may be driving virulence evolution","year":2016,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Virulence; Biology; Barn; Industrialisation; Agriculture; Disease; Pathogen; Vaccination; Ecology; Virology; Genetics; Geography; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000694364,0.000446466,0.000447127,0.0004415033,0.0004021661,0.001565298,0.0005223351,0.001189125,0.005248387],"category_scores_gemma":[0.00242342,0.0002594129,0.0006386001,0.0003475409,0.0008442195,0.0009200721,0.0007071465,0.0007332307,0.0004400373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008338721,"about_ca_system_score_gemma":0.0005331585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716057,"about_ca_topic_score_gemma":0.00290432,"domain_scores_codex":[0.9997225,0.00008091845,0.00001481407,0.00007315897,0.00002573471,0.00008288085],"domain_scores_gemma":[0.9989237,0.0004119416,0.0004237125,0.00006305439,0.0000503667,0.0001271739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004799055,0.001151564,0.5658287,0.0003894006,0.0004284861,0.00331306,0.001475545,0.1142427,0.1307382,0.1152037,0.001143813,0.06560508],"study_design_scores_gemma":[0.0001448554,0.00197985,0.5473656,0.000117525,0.0004149099,0.002604902,0.002619192,0.3490015,0.008489454,0.07750302,0.009537998,0.0002212752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740651,0.0004702494,0.01673384,0.001038316,0.00004012159,0.00004044723,0.0001173066,0.00003216975,0.00746236],"genre_scores_gemma":[0.9947152,0.0004245933,0.001527681,0.00008001271,0.00001679491,0.00001413844,0.00003711382,0.000004509593,0.003179978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005248387,"threshold_uncertainty_score":0.01755762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097983205495863,"score_gpt":0.2929229008418011,"score_spread":0.2719430687868425,"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."}}