{"id":"W4210302893","doi":"10.22541/au.164372348.88612449/v1","title":"Global dissemination of Influenza A virus is driven by wild bird migration through arctic and subarctic zones             ","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; U.S. Geological Survey","keywords":"Library science; Wildlife; Population; Research center; Public health; Medicine; Geography; Biology; Ecology; Pathology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006276213,0.0002323049,0.0001618139,0.0007810791,0.0005015346,0.0009634991,0.0001436634,0.0001744691,0.001607274],"category_scores_gemma":[0.001242269,0.0001118725,0.0001917775,0.0009336171,0.000267389,0.000326839,0.0005576374,0.0002761237,0.000443841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453223,"about_ca_system_score_gemma":0.000640773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0315752,"about_ca_topic_score_gemma":0.04785763,"domain_scores_codex":[0.9996842,0.00007404886,0.0000187733,0.000111088,0.00006102013,0.00005084884],"domain_scores_gemma":[0.9991032,0.0001032522,0.0003704749,0.00004431463,0.0002356696,0.0001430997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584757,0.00003268494,0.9688804,0.00004472609,0.00007691984,0.00007982996,0.0006226334,0.0002301958,0.002594142,0.000104653,0.002772619,0.02440279],"study_design_scores_gemma":[0.00000549307,0.00003995617,0.9964511,0.00003386883,0.00002408047,0.00006219447,0.00112139,0.0002899189,0.0001787475,0.00006187482,0.001725361,0.00000595947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932311,0.001391871,0.0003513909,0.0005658949,0.0001257446,0.0000122717,0.00114044,0.00002754381,0.003153721],"genre_scores_gemma":[0.9944403,0.001921653,0.0005927383,0.0002114461,0.0001043242,0.0000196989,0.001331131,0.00002499854,0.00135364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0315752,"threshold_uncertainty_score":0.06278282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05002760476967624,"score_gpt":0.3976341835996254,"score_spread":0.3476065788299492,"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."}}