{"id":"W2057532147","doi":"10.1371/journal.pone.0106975","title":"Seasonal and Interseasonal Dynamics of Bluetongue Virus Infection of Dairy Cattle and Culicoides sonorensis Midges in Northern California – Implications for Virus Overwintering in Temperate Zones","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Culicoides; Overwintering; Ceratopogonidae; Biology; Virus; Virology; Ecology","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":[0.0002896042,0.0001746068,0.0002039226,0.0006473979,0.0005195309,0.0005006514,0.0002635186,0.0001765718,0.00073339],"category_scores_gemma":[0.0003254166,0.0001853876,0.0001298707,0.0003976014,0.0002739483,0.000224438,0.0002350096,0.0001971698,0.0000885559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029094,"about_ca_system_score_gemma":0.0006276428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1248509,"about_ca_topic_score_gemma":0.2797724,"domain_scores_codex":[0.9997875,0.0000216519,0.00001272789,0.00008492046,0.00003496128,0.00005826582],"domain_scores_gemma":[0.9993823,0.000065318,0.0002458383,0.00001746295,0.0001225119,0.0001665636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001992797,0.00009500265,0.9905573,0.00002748354,0.00003658004,0.0001160816,0.0007743013,0.0001157006,0.004272625,0.00001999434,0.0002034297,0.003582306],"study_design_scores_gemma":[0.0000014986,0.00003268083,0.9993082,0.000004404048,0.000005537283,0.00002693469,0.0003911943,0.0000594931,0.000063258,0.0000026272,0.0001028033,0.000001354812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994862,0.0001103039,0.00001730558,0.00001009943,0.000001516155,0.000002588084,0.0001156298,0.000002171547,0.0002541968],"genre_scores_gemma":[0.9993406,0.0001210927,0.000072177,0.00001051954,0.000003003849,0.000004538048,0.0002494576,8.069653e-7,0.0001978154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248509,"threshold_uncertainty_score":0.2482483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780868877185365,"score_gpt":0.2253971191823384,"score_spread":0.1975884304104847,"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."}}