{"id":"W4311960367","doi":"10.3389/fcimb.2022.921950","title":"Prevalence of bat viruses associated with land-use change in the Atlantic Forest, Brazil","year":2022,"lang":"en","type":"article","venue":"Frontiers in Cellular and Infection Microbiology","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; American Association of University Women; United States Agency for International Development","keywords":"Species richness; Generalist and specialist species; Biology; Biodiversity; Ecology; Deforestation (computer science); Threatened species; Human virome; Habitat; Metagenomics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002876727,0.0001833435,0.0002496532,0.0009440369,0.0004385654,0.0005007715,0.00022068,0.0001772234,0.0009779643],"category_scores_gemma":[0.001055141,0.0001443702,0.0002360719,0.0009103839,0.0005248607,0.0002969622,0.0004203945,0.0001640706,0.00007617581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007643557,"about_ca_system_score_gemma":0.0005310015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09982273,"about_ca_topic_score_gemma":0.2145916,"domain_scores_codex":[0.9997557,0.00003783868,0.0000285182,0.00006482631,0.00005650127,0.00005669348],"domain_scores_gemma":[0.9991539,0.0001273696,0.0004597043,0.00003868817,0.0001271419,0.00009324814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000139053,0.000006586359,0.9951402,0.00003774065,0.00002018715,0.00006398311,0.0007283527,0.00003077289,0.001373531,0.00004648443,0.00004375579,0.002494407],"study_design_scores_gemma":[7.586838e-7,0.000009404126,0.9988218,0.00001925594,0.00001036989,0.0001157755,0.0006010602,0.00006850067,0.00007309618,0.00002671486,0.0002513493,0.00000194456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998067,0.0005415438,0.00009163999,0.00005484655,0.0000022726,0.00001033448,0.000400272,0.000004305663,0.0008278775],"genre_scores_gemma":[0.9994042,0.0001923466,0.0001390953,0.00001294682,0.000002244483,0.000005442469,0.000162642,0.00000138545,0.00007967571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09982273,"threshold_uncertainty_score":0.1984834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919491943832303,"score_gpt":0.2068000884248408,"score_spread":0.1876051689865178,"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."}}