{"id":"W1899660445","doi":"10.1186/s13071-015-0907-1","title":"Distribution and diversity of the vectors of Rift Valley fever along the livestock movement routes in the northeastern and coastal regions of Kenya","year":2015,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Rift Valley fever; Ecology; Vector (molecular biology); Abundance (ecology); Livestock; Biology; Rift valley; Species richness; Geography; Mansonia; Culex; Outbreak","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002720062,0.0002530873,0.0001682676,0.001096653,0.0004998389,0.0003921246,0.0002030636,0.0002013877,0.0007013906],"category_scores_gemma":[0.0006074263,0.0001614596,0.0001455099,0.000893607,0.0003978649,0.000384371,0.0003589802,0.0001241425,0.0001008276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268273,"about_ca_system_score_gemma":0.0003828266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02589343,"about_ca_topic_score_gemma":0.08054285,"domain_scores_codex":[0.9997932,0.00004905678,0.00002545858,0.00004339568,0.00003606175,0.0000527258],"domain_scores_gemma":[0.9996988,0.00002916436,0.0001868167,0.000008024177,0.00003928141,0.00003791209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004770668,0.00001495613,0.991979,0.00004992646,0.00003006637,0.000168805,0.001063344,0.00004822275,0.001934541,0.00004112334,0.00009571973,0.004526658],"study_design_scores_gemma":[0.000001783482,0.00003439885,0.9987795,0.00001475078,0.00000682299,0.0002193727,0.0006752828,0.00003699659,0.00004227473,0.000006714084,0.0001789848,0.000003108236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992174,0.0002754586,0.0000278403,0.00001598558,9.560137e-7,0.00001332493,0.0002080033,0.000001065325,0.0002398598],"genre_scores_gemma":[0.99918,0.0002541763,0.0002080008,0.000009365318,0.000001751618,0.00001371244,0.0001989748,5.672711e-7,0.0001334099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02589343,"threshold_uncertainty_score":0.05148548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02863322909686692,"score_gpt":0.2632957688551208,"score_spread":0.2346625397582539,"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."}}