{"id":"W2026941530","doi":"10.1038/srep01641","title":"Intra-specific diversity of Serratia marcescens in Anopheles mosquito midgut defines Plasmodium transmission capacity","year":2013,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Japan Society for the Promotion of Science","keywords":"Midgut; Serratia marcescens; Biology; Anopheles; Plasmodium (life cycle); Malaria; Microbiology; Plasmodium berghei; Anopheles gambiae; Serratia; Transmission (telecommunications); Bacteria; Parasite hosting; Immunology; Genetics; Escherichia coli; Ecology; Gene; Larva","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":[0.00006621492,0.0001308687,0.0001130459,0.0002876288,0.000118121,0.0002215488,0.00005486991,0.00009393793,0.0005602364],"category_scores_gemma":[0.0001170464,0.00008687809,0.00007536606,0.0001088406,0.0001228107,0.0001116445,0.0001971662,0.0001774821,0.0001158821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001677292,"about_ca_system_score_gemma":0.00008444329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136221,"about_ca_topic_score_gemma":0.001527945,"domain_scores_codex":[0.9999328,0.000008967027,0.000005803124,0.00001593945,0.00001309361,0.00002339547],"domain_scores_gemma":[0.9998951,0.00001163599,0.00003897992,0.000006161768,0.00001381865,0.00003426398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006037618,0.00001145717,0.004521377,0.000008341641,0.000002232587,0.0000222393,0.00003867146,0.00001634672,0.9946941,0.00002137915,0.000007600968,0.0005958992],"study_design_scores_gemma":[0.0000128182,0.0005775392,0.8284936,0.00001159849,0.00001945367,0.0006345876,0.0004403231,0.0007499376,0.1677945,0.00007048224,0.001183074,0.00001203592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994579,0.000118072,0.00007780734,0.000006094185,8.649123e-7,0.000002394126,0.0000560025,0.000002428723,0.0002784308],"genre_scores_gemma":[0.9994619,0.00007147669,0.0001475598,0.000007686365,0.000001330737,0.000003234885,0.0001192641,0.00000135794,0.0001861811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001136221,"threshold_uncertainty_score":0.002259254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582200005504232,"score_gpt":0.1920261507551788,"score_spread":0.1662041507001364,"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."}}