{"id":"W4306174554","doi":"10.1111/mec.16738","title":"Global dissemination of influenza A virus is driven by wild bird migration through arctic and subarctic zones","year":2022,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Subarctic climate; Biology; Arctic; Virus; Influenza A virus; Ecology; The arctic; Virology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714286,0.0001354667,0.000305124,0.00008710547,0.000172172,0.000008585329,0.00008861907,0.00007067661,0.0001810035],"category_scores_gemma":[0.0004967048,0.0001373025,0.00006629116,0.000348874,0.0002124271,0.00007012222,0.0002326296,0.0001675699,0.000009640999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726409,"about_ca_system_score_gemma":0.0000774217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006248688,"about_ca_topic_score_gemma":0.0003163453,"domain_scores_codex":[0.9986345,0.0001700212,0.0002763585,0.0002863848,0.0003560323,0.0002767327],"domain_scores_gemma":[0.999347,0.0001106968,0.0001155412,0.0002132772,0.0001555139,0.0000579684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005729081,0.0005159073,0.8477014,0.000315909,0.0004364313,0.0001378532,0.002494385,0.000116721,0.1396286,0.001402647,0.005284999,0.001392186],"study_design_scores_gemma":[0.003770101,0.004573747,0.9258698,0.00008703599,0.0005053098,0.0002605988,0.001277369,0.001412885,0.03354489,0.004491852,0.02370592,0.0005004779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945036,0.00187145,0.0002601022,0.002545452,0.00005887244,0.0004988002,0.00007044336,0.00003794035,0.0001533333],"genre_scores_gemma":[0.9962014,0.0001537237,0.0003784297,0.002985065,0.00001223238,0.0001701792,0.00001963726,0.00001995089,0.0000593707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1060837,"threshold_uncertainty_score":0.5599034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039611523903404,"score_gpt":0.3490835433856773,"score_spread":0.3286874281466433,"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."}}