{"id":"W805345657","doi":"10.5751/es-02532-130215","title":"Risk Mapping of Highly Pathogenic Avian Influenza Distribution and Spread","year":2008,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wildlife Conservation Society; U.S. Department of Agriculture","keywords":"Influenza A virus subtype H5N1; Highly pathogenic; Transmission (telecommunications); Geography; Distribution (mathematics); Focus (optics); Biology; Environmental resource management; Cartography; Virology; Computer science; Virus; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002272549,0.0004067913,0.000318474,0.003408998,0.0003127687,0.0009224091,0.0004907217,0.0004500107,0.001183289],"category_scores_gemma":[0.01088659,0.0001749034,0.0003511484,0.001874276,0.0003045625,0.001200736,0.0008076563,0.0003183338,0.0002135027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619864,"about_ca_system_score_gemma":0.0005247936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426206,"about_ca_topic_score_gemma":0.003563056,"domain_scores_codex":[0.9985616,0.0007083606,0.0001226332,0.000189669,0.000361799,0.00005605633],"domain_scores_gemma":[0.9955695,0.002496262,0.001040925,0.0002191116,0.000584612,0.00008957429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002686226,0.00009750237,0.3840441,0.0008700144,0.0003230765,0.0009495438,0.003218254,0.0684747,0.005389956,0.01598675,0.002386079,0.5179914],"study_design_scores_gemma":[0.00005302017,0.0006093335,0.6660128,0.0005137703,0.0003076312,0.004153342,0.005780486,0.1971681,0.008521364,0.08926777,0.02741783,0.0001945455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6294453,0.006432522,0.3435656,0.0009449105,0.0000458605,0.0002905755,0.001247954,0.0004492489,0.01757801],"genre_scores_gemma":[0.9305317,0.002165913,0.06572064,0.00003963261,0.00002518474,0.00009759291,0.0005446487,0.0000210983,0.0008536224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426206,"threshold_uncertainty_score":0.0120185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116793519040395,"score_gpt":0.3152351961302109,"score_spread":0.274067260939807,"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."}}