{"id":"W4367056360","doi":"10.1016/j.biocon.2023.110041","title":"The changing dynamics of highly pathogenic avian influenza H5N1: Next steps for management & science in North America","year":2023,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Influenza A virus subtype H5N1; Wildlife; Epizootic; Outbreak; Geography; Context (archaeology); Pandemic; Biosecurity; Wildlife disease; Ebola virus; Archipelago; Highly pathogenic; Biology; Socioeconomics; Ecology; Zoology; Infectious disease (medical specialty); Disease; Virus; Virology; Coronavirus disease 2019 (COVID-19); Medicine","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":[0.003329247,0.0003994889,0.0004611151,0.002094396,0.001469127,0.003428775,0.0009809971,0.001133001,0.002644456],"category_scores_gemma":[0.003941327,0.0002118001,0.0006115003,0.00361813,0.0009477066,0.003447919,0.001465462,0.001339789,0.0003987629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005040081,"about_ca_system_score_gemma":0.01102052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2847125,"about_ca_topic_score_gemma":0.4978079,"domain_scores_codex":[0.9988488,0.0002879839,0.0001521191,0.0002322412,0.0003297315,0.0001490463],"domain_scores_gemma":[0.9948751,0.001040428,0.001128435,0.0002864113,0.002105841,0.0005637081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001447189,0.0001680525,0.376011,0.003010248,0.0002857769,0.0005678444,0.004334748,0.001539661,0.005503453,0.00384102,0.101198,0.5033955],"study_design_scores_gemma":[0.00001647969,0.000150381,0.6936663,0.002799757,0.0002325662,0.0004154367,0.01207745,0.003230148,0.001084554,0.007216087,0.2790026,0.0001083148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.346117,0.2309131,0.01243561,0.3341999,0.002565936,0.0003222877,0.03035557,0.0007615906,0.04232899],"genre_scores_gemma":[0.6334165,0.23577,0.05598434,0.03854823,0.002300681,0.0003481392,0.02598984,0.0001375019,0.007504759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2847125,"threshold_uncertainty_score":0.5661106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791757583893492,"score_gpt":0.3848711095427129,"score_spread":0.2056953511533637,"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."}}