{"id":"W4376875066","doi":"10.1098/rsos.230021","title":"The role of reservoir species in mediating plague's dynamic response to climate","year":2023,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Plague (disease); Precipitation; Yersinia pestis; Ecology; Range (aeronautics); Climate change; Ecological niche; Ecosystem; Environmental science; Geography; Biology; Habitat","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":[0.0004826088,0.0002394404,0.0003062037,0.0002650071,0.000329244,0.000666688,0.0002508075,0.0002658954,0.0009094372],"category_scores_gemma":[0.0009836869,0.0001744563,0.0003005017,0.0002135859,0.0003394338,0.0006270694,0.0006256871,0.0002566394,0.0001348392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050321,"about_ca_system_score_gemma":0.0003980433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004619643,"about_ca_topic_score_gemma":0.005664276,"domain_scores_codex":[0.9998348,0.00005806045,0.000007354673,0.0000339873,0.00001351107,0.00005234271],"domain_scores_gemma":[0.9995803,0.0001341455,0.0001042544,0.00003380193,0.00004514368,0.0001022843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004891192,0.0001366734,0.7801214,0.0001411883,0.000185566,0.0003692404,0.0007338044,0.008881275,0.1923021,0.001466702,0.0002208415,0.01495203],"study_design_scores_gemma":[0.00001051782,0.0001141118,0.9777315,0.000008000763,0.00004394448,0.0001022655,0.0005102727,0.01714917,0.00304285,0.0008359284,0.0004361305,0.00001527053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998557,0.0001339204,0.0007174663,0.00004046013,0.000002809561,0.000004358939,0.0000525036,0.00001146916,0.0004799181],"genre_scores_gemma":[0.999633,0.00005510071,0.0002020516,0.000007864445,0.000001495111,0.000002396727,0.00003160944,0.000002170103,0.00006426144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004619643,"threshold_uncertainty_score":0.009185553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383940858726732,"score_gpt":0.3311695639745121,"score_spread":0.3173301553872447,"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."}}