{"id":"W2546434131","doi":"10.1371/journal.pone.0165806","title":"A Deterministic Model to Quantify Risk and Guide Mitigation Strategies to Reduce Bluetongue Virus Transmission in California Dairy Cattle","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Fogarty International Center; Science and Technology Directorate; National Institute of Food and Agriculture; National Institutes of Health; U.S. Department of Agriculture; U.S. Department of Homeland Security","keywords":"Culicoides; Dairy cattle; Transmission (telecommunications); Biology; Vector (molecular biology); Veterinary medicine; Cattle Diseases; Biosecurity; Ceratopogonidae; Ecology; Virology; Animal science; Medicine","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":[0.0007109441,0.000745556,0.000727105,0.000504509,0.0005807957,0.0009974189,0.001653494,0.001037289,0.002526709],"category_scores_gemma":[0.001802808,0.0005604273,0.0006194884,0.0004764993,0.0007067847,0.0004942521,0.0006595694,0.0008769417,0.0001900573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157995,"about_ca_system_score_gemma":0.002346051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1363349,"about_ca_topic_score_gemma":0.06980363,"domain_scores_codex":[0.999685,0.00009166024,0.00001564932,0.00007976677,0.00004317774,0.00008482832],"domain_scores_gemma":[0.9989206,0.000597306,0.0001948829,0.00003892759,0.0001728689,0.00007541527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001654762,0.000009316917,0.001129084,0.000007698675,0.00001127052,0.00001118557,0.000006947477,0.9970332,0.00008923021,0.00107778,0.0001740467,0.0004337362],"study_design_scores_gemma":[0.00001289326,0.0000129099,0.0005259595,0.000002603744,0.000008928304,0.000003544196,0.000007075773,0.9986967,0.00002487072,0.0004721406,0.0002277396,0.000004654957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6953999,0.001033783,0.2681319,0.002138029,0.0001997148,0.0002074871,0.005974859,0.0006854848,0.02622892],"genre_scores_gemma":[0.9802784,0.0003599558,0.01079146,0.00009378872,0.00003939597,0.0001990458,0.0008617659,0.0000280968,0.007348011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1363349,"threshold_uncertainty_score":0.2710827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459883979009385,"score_gpt":0.2640067145234866,"score_spread":0.2094078747333928,"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."}}