{"id":"W1568090105","doi":"10.1111/j.1365-2664.2011.02030.x","title":"Predictability of anthrax infection in the Serengeti, Tanzania","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Tanzania Wildlife Research Institute; Centers for Disease Control and Prevention; Messerli-Stiftung; Zoologische Gesellschaft Frankfurt; Department for International Development; Wellcome Trust; National Institutes of Health; National Science Foundation","keywords":"Wildlife; Outbreak; Livestock; Ecology; Wildlife disease; Geography; Public health; Biodiversity; Environmental health; Tanzania; Ecosystem; Biology; Medicine; Environmental planning; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008727297,0.00006183145,0.000161045,0.00005085734,0.00002253801,0.000003358998,0.0001759589,0.0001411899,0.0001230847],"category_scores_gemma":[0.00006911942,0.0000419973,0.00005957731,0.00008082661,0.0001159691,0.000002697201,0.00004203053,0.0001586917,0.000002191849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001229513,"about_ca_system_score_gemma":0.00008034291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682888,"about_ca_topic_score_gemma":0.0002856451,"domain_scores_codex":[0.9992874,0.00007048682,0.0003205182,0.00009056345,0.00009100397,0.0001400571],"domain_scores_gemma":[0.9995095,0.00002453705,0.0001853694,0.0001479437,0.0001009859,0.00003170805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002316156,0.0007200128,0.2072405,0.00005265507,0.00008681526,0.000009533551,0.001030177,0.00002557903,0.7818304,0.0008481949,0.0008022837,0.005037707],"study_design_scores_gemma":[0.0008465512,0.001255976,0.8998758,0.000003579962,0.00001391865,0.00004017194,0.0001089393,0.000005046353,0.09377813,0.00120667,0.002804393,0.00006077626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935415,0.00004160352,0.00009874429,0.00003567299,0.0001744746,0.0001168843,0.000002979702,7.571916e-7,0.005987356],"genre_scores_gemma":[0.9993515,0.0002561301,0.0001728472,0.00005242179,0.0001484469,0.000005330627,0.000002193166,0.000004799303,0.000006321817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6926354,"threshold_uncertainty_score":0.17126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901360372823913,"score_gpt":0.2508827127556819,"score_spread":0.2318691090274428,"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."}}