{"id":"W3134947695","doi":"10.1089/vbz.2020.2700","title":"Using Stochastic Modeling to Predict the Effect of Culling and Colony Dispersal of Bats on Zoonotic Viral Epidemics","year":2021,"lang":"en","type":"article","venue":"Vector-Borne and Zoonotic Diseases","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Metapopulation; Biological dispersal; Culling; Biology; Population; Outbreak; Ecology; Wildlife; Zoology; Geography; Demography; Virology; Herd","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001555375,0.0006631956,0.0006262894,0.0006987103,0.0004907189,0.0009049083,0.0009167936,0.00113772,0.0008421013],"category_scores_gemma":[0.004452935,0.0006138018,0.0009187007,0.0003957817,0.0006261005,0.0006287678,0.0005070845,0.0008200743,0.000103562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659765,"about_ca_system_score_gemma":0.00131359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05262382,"about_ca_topic_score_gemma":0.02848655,"domain_scores_codex":[0.9996414,0.0001444167,0.00002367862,0.00007162902,0.00003664262,0.00008218214],"domain_scores_gemma":[0.9971734,0.001937575,0.0004619786,0.00008937393,0.0002086662,0.000129077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009148839,0.000008236684,0.00180125,0.000002252807,0.00000873294,0.00001121976,0.000005676869,0.99733,0.00009846131,0.0004211008,0.00001725281,0.0002866942],"study_design_scores_gemma":[0.000002810797,0.000007974188,0.0002785165,9.067564e-7,0.000003625182,0.000002339573,0.000002829413,0.9994977,0.00002983173,0.000154851,0.00001670044,0.00000200614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435953,0.0001451442,0.05390117,0.0002869333,0.00002771713,0.00004910859,0.0002779741,0.0001166983,0.001600018],"genre_scores_gemma":[0.9950655,0.00009207819,0.00412004,0.00002579397,0.000007183099,0.00003408262,0.000142584,0.000007773318,0.000504864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05262382,"threshold_uncertainty_score":0.104635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603898580206974,"score_gpt":0.304842807662725,"score_spread":0.2788038218606552,"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."}}