{"id":"W4399972410","doi":"10.1128/msphere.00203-24","title":"Metatranscriptomic analysis of common mosquito vector species in the Canadian Prairies","year":2024,"lang":"en","type":"article","venue":"mSphere","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Vector (molecular biology); Geography; Zoology; Biology; Ecology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002186047,0.00007574534,0.0001860693,0.00002329248,0.00009992492,0.0001683111,0.0002317981,0.00005059124,0.001019132],"category_scores_gemma":[0.000008882209,0.00002211134,0.0001345684,0.00109052,0.00007717787,0.00008303767,0.000007951409,0.0000750628,0.00001083576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000026991,"about_ca_system_score_gemma":0.00001966654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3457333,"about_ca_topic_score_gemma":0.9847664,"domain_scores_codex":[0.9993488,0.00007426786,0.0001660281,0.0001306731,0.0001202436,0.0001599954],"domain_scores_gemma":[0.9997782,0.0001081972,0.00002179298,0.0000438377,0.00001829634,0.00002970978],"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":[0.00002881708,0.000105724,0.2033465,0.00005406597,0.0006770443,0.00004418789,0.004819883,0.00005012803,0.7462228,0.01889961,0.005776101,0.01997515],"study_design_scores_gemma":[0.00001397741,0.0000555025,0.9391705,0.00001864838,0.0001324216,8.130876e-7,0.0007965837,0.00005655797,0.001848498,0.0001820132,0.05764606,0.00007836663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916292,0.0007018911,5.030569e-8,0.003784145,0.0001539841,0.00007823797,0.0001531727,0.00001375287,0.003485496],"genre_scores_gemma":[0.9994561,0.00001856082,0.000004784721,0.0002298535,0.00008816306,0.00000739892,0.00004460372,3.910952e-7,0.0001501552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7443743,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412706172384313,"score_gpt":0.2346191892012019,"score_spread":0.2104921274773588,"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."}}