{"id":"W2950531146","doi":"10.1186/s13071-019-3557-x","title":"Larval species diversity, seasonal occurrence and larval habitat preference of mosquitoes transmitting Rift Valley fever and malaria in Baringo County, Kenya","year":2019,"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; World Health Organization","keywords":"Biology; Rift Valley fever; Mansonia; Larva; Anopheles; Ecology; Dry season; Culex; Anopheles gambiae; Veterinary medicine; Habitat; Swamp; Rift valley; Vector (molecular biology); Wet season; Diversity index; Aedes; Malaria; Species richness","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002717483,0.0002180858,0.00042643,0.0001635934,0.0001231639,0.00003777994,0.00009765473,0.0001157116,0.0001971497],"category_scores_gemma":[0.00008326836,0.0001940519,0.00007455303,0.0002599937,0.0001787383,0.0002407,0.0001952681,0.0002881979,0.00001364115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004272785,"about_ca_system_score_gemma":0.00005300815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005402471,"about_ca_topic_score_gemma":0.0004760858,"domain_scores_codex":[0.9987059,0.00004942877,0.0002587388,0.0003808314,0.0002978647,0.0003072374],"domain_scores_gemma":[0.9993303,0.0001935616,0.00008928002,0.0001742253,0.00008131579,0.0001312968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001086662,0.0001125021,0.9930338,0.0002099447,0.00005791645,0.000009342443,0.0008315415,0.00002150702,0.00487493,0.0003883599,0.00007300906,0.0002784241],"study_design_scores_gemma":[0.001059984,0.0003240642,0.9960384,0.0002030366,0.00009182402,0.00003019467,0.0001907035,0.0006050977,0.000988535,0.00007523167,0.000195809,0.000197082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980204,0.0004262734,0.00001466456,0.00007888502,0.0001755169,0.0003331164,0.00006069038,0.00003785139,0.000852662],"genre_scores_gemma":[0.9993057,0.0001698691,0.0001993085,0.00004931696,0.0000472038,0.000004668354,0.0000195073,0.00001173171,0.0001926786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003886395,"threshold_uncertainty_score":0.7913205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510766082361659,"score_gpt":0.2522982933525283,"score_spread":0.2271906325289118,"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."}}