{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006612128,0.0001507919,0.0002472136,0.00003874381,0.0004370257,0.0002230909,0.0002640664,0.0001127796,0.001873615],"category_scores_gemma":[0.00002516626,0.00006181231,0.0001031583,0.0005268356,0.0003163693,0.0003567366,0.0001350832,0.00009323733,0.0000202851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002397732,"about_ca_system_score_gemma":0.00001356271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925003,"about_ca_topic_score_gemma":0.0008660437,"domain_scores_codex":[0.9981478,0.00007513732,0.0004997347,0.0005433224,0.0004143612,0.0003195716],"domain_scores_gemma":[0.9993054,0.00004605427,0.0002327439,0.0001386881,0.0001718209,0.0001052566],"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":[0.000009487748,0.000103644,0.07956157,0.00001334421,0.000002928109,0.000007842031,0.0003442327,0.000004161363,0.9121852,0.0000179799,0.00379591,0.003953724],"study_design_scores_gemma":[0.0000702506,0.0000839655,0.7021641,0.00007661676,0.000004932878,0.00001782101,0.0002747366,0.00002338866,0.2837991,0.003392057,0.009874225,0.000218865],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970618,0.00006968526,9.618424e-7,0.0003302557,0.001664596,0.000288858,0.000009932064,0.00003035047,0.0005435268],"genre_scores_gemma":[0.9994329,0.00001608892,0.0001339589,0.00002123961,0.00006351062,0.000008654961,0.00003453868,7.700808e-7,0.00028829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6283861,"threshold_uncertainty_score":0.9990388,"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."}}