{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004751653,0.0005646669,0.0005942715,0.002665631,0.002427994,0.001161338,0.0005962967,0.0003674147,0.0009704447],"category_scores_gemma":[0.0006702981,0.0003031201,0.0005277668,0.003708708,0.0005383649,0.0003430955,0.0007284231,0.0004895813,0.0001505927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006539498,"about_ca_system_score_gemma":0.01007159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9320394,"about_ca_topic_score_gemma":0.9735648,"domain_scores_codex":[0.9994424,0.00002354776,0.00002046919,0.0001642207,0.0002071698,0.0001421404],"domain_scores_gemma":[0.999419,0.00002734738,0.00005842604,0.00001473581,0.0004034758,0.00007700596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002878778,0.00008440949,0.8476574,0.0004622804,0.0004659408,0.0005123384,0.005351826,0.0007568471,0.1104014,0.0004133723,0.002038115,0.03156817],"study_design_scores_gemma":[0.000004983541,0.00003219533,0.9911528,0.00004166806,0.0001032588,0.00009717706,0.002707083,0.0007560097,0.001187565,0.00004295362,0.003850198,0.00002420234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848579,0.001693075,0.0009212495,0.0001657399,0.00001565827,0.00008889009,0.01015255,0.00003247159,0.002072582],"genre_scores_gemma":[0.9772948,0.002069618,0.005943359,0.000288642,0.00001033388,0.00007268485,0.01198062,0.00003250729,0.002307458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06796062,"threshold_uncertainty_score":0.1367217,"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."}}