{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005391496,0.0002383666,0.0001672263,0.000447884,0.0002695963,0.0005343991,0.0001768572,0.0001400496,0.001133714],"category_scores_gemma":[0.002249697,0.0001411052,0.0001758988,0.0003452816,0.0002320629,0.0002446749,0.0005172951,0.0002950052,0.0001463584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003445661,"about_ca_system_score_gemma":0.0003974767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02028079,"about_ca_topic_score_gemma":0.03055005,"domain_scores_codex":[0.9998092,0.00007120803,0.00001490461,0.00003942015,0.00001997068,0.00004531816],"domain_scores_gemma":[0.9987955,0.0002901256,0.0005705305,0.00005272269,0.0001051014,0.0001859543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003095372,0.0000066133,0.9982859,0.00001088531,0.00001310733,0.00005276463,0.0001087086,0.000157571,0.0001933222,0.00001615761,0.0001317516,0.0009922032],"study_design_scores_gemma":[0.000001188197,0.00001887158,0.9993013,0.000008293015,0.000003979054,0.00003145472,0.0001525126,0.0003742078,0.00001499317,0.00002106687,0.00007084612,0.000001305926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988843,0.0002254771,0.0001013096,0.00009537765,0.000004938446,0.000006689375,0.0004121896,0.000004228458,0.000265716],"genre_scores_gemma":[0.9995746,0.00007261075,0.00007263941,0.00001221561,0.000004875829,0.000004113188,0.0002098721,7.661174e-7,0.00004831243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02028079,"threshold_uncertainty_score":0.04032546,"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."}}