{"id":"W2045408446","doi":"10.1371/journal.ppat.1004646","title":"Does the Arthropod Microbiota Impact the Establishment of Vector-Borne Diseases in Mammalian Hosts?","year":2015,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Biology; Vector (molecular biology); Host (biology); Immune system; Transmission (telecommunications); Immunology; Ecology; Genetics; Recombinant DNA; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002440049,0.0001401887,0.0001828387,0.000009147539,0.0001262309,0.00009698879,0.0003675055,0.00005173378,0.0002324101],"category_scores_gemma":[0.00009508839,0.00002587667,0.0001199432,0.0002937086,0.0001732006,0.00009565274,0.00008977571,0.0000799436,0.0000158377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000033051,"about_ca_system_score_gemma":0.0000215131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175777,"about_ca_topic_score_gemma":0.001130666,"domain_scores_codex":[0.998941,0.0001703625,0.0002358772,0.0001945108,0.0001933669,0.0002648508],"domain_scores_gemma":[0.9994658,0.0001354049,0.000117111,0.0001186518,0.00008190837,0.00008110478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005096043,0.0002605517,0.1254878,0.000004826701,0.00002053437,0.000004797861,0.0004277576,0.000002957141,0.8708758,0.00008775431,0.0006003699,0.002175892],"study_design_scores_gemma":[0.0001060214,0.0002779726,0.9672818,0.00003116581,0.00002384681,0.00000202245,0.0009893768,0.000005050842,0.02926792,0.0001565516,0.001738383,0.0001199446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929799,0.0002147332,2.597721e-8,0.005716835,0.0001990381,0.0002695308,0.000505233,0.00001568299,0.00009898499],"genre_scores_gemma":[0.9994326,0.00003910443,0.000006591303,0.000174141,0.0002560066,0.00001784882,0.00003663467,0.000001082211,0.00003600757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.841794,"threshold_uncertainty_score":0.2544727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215337127141245,"score_gpt":0.2320187637388482,"score_spread":0.2104850510247237,"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."}}