{"id":"W1454533746","doi":"10.3133/fs20153060","title":"USGS highly pathogenic avian influenza research strategy","year":2015,"lang":"en","type":"article","venue":"Fact sheet","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Influenza A virus subtype H5N1; Highly pathogenic; Outbreak; Poultry farming; Pandemic; Wildlife; Bird migration; Biology; Avian influenza virus; Geography; Virus; Virology; Ecology; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001392654,0.001106873,0.0004024206,0.001294301,0.0008518846,0.001961085,0.001002933,0.001867992,0.3083476],"category_scores_gemma":[0.001317713,0.0004200321,0.0005017271,0.0008170269,0.0002524357,0.001046947,0.001133171,0.001467539,0.2375536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338359,"about_ca_system_score_gemma":0.005014163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02500884,"about_ca_topic_score_gemma":0.02671245,"domain_scores_codex":[0.9995122,0.00007285188,0.00002202858,0.00007480646,0.0002340514,0.0000841334],"domain_scores_gemma":[0.9990175,0.0000577226,0.00005393664,0.00007706787,0.0004775187,0.0003162381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003925088,0.00003340768,0.0002146655,0.00006429802,0.000003282514,0.00002065382,0.000006479178,0.00002492978,0.000244564,0.0005412821,0.9807768,0.0180303],"study_design_scores_gemma":[0.00001741069,0.00002700082,0.001045373,0.00006345759,0.000002199626,0.00001135057,0.00001789561,0.00003860142,0.0001194365,0.0001432288,0.9985101,0.000004088794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001696424,0.003025424,0.001676365,0.01159702,0.009395117,0.001578126,0.1002716,0.004641626,0.8661183],"genre_scores_gemma":[0.006357473,0.003044908,0.003179112,0.006136561,0.0008789828,0.0006481091,0.07529011,0.0007566051,0.9037081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3083476,"threshold_uncertainty_score":0.9865581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3564365819399046,"score_gpt":0.4772443885684846,"score_spread":0.12080780662858,"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."}}