{"id":"W2991293248","doi":"10.1073/pnas.1903797116","title":"The Justinianic Plague: An inconsequential pandemic?","year":2019,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Max-Planck-Gesellschaft; Universität Wien; University of Oxford; McMaster University; Princeton University; American Council of Learned Societies; National Science Foundation","keywords":"Plague (disease); Pandemic; Antique; Period (music); History; Middle Ages; Geography; Ancient history; Ancient DNA; Politics; Genealogy; Outbreak; Ethnology; Demography; Coronavirus disease 2019 (COVID-19); Political science; Virology; Sociology; Law; Biology; Population; Art; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001420986,0.00007508831,0.00008553646,0.00004927928,0.0002002824,0.00003795872,0.001080866,0.0001047121,0.00001333582],"category_scores_gemma":[0.0004495771,0.00004438679,0.00005789726,0.0002685393,0.0007691393,0.00002873658,0.0002343842,0.0001456701,0.000005301467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000150201,"about_ca_system_score_gemma":0.00008691525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005966509,"about_ca_topic_score_gemma":6.643014e-7,"domain_scores_codex":[0.9986556,0.000014313,0.0002094262,0.0002415018,0.0006945006,0.0001846681],"domain_scores_gemma":[0.9994322,0.0000639067,0.0002138664,0.00001747612,0.0002357525,0.00003682099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004513083,0.00001510859,0.05513297,0.00001433603,0.00001075881,1.794118e-9,0.00002628857,0.00001496025,0.942627,0.00151456,0.0003828174,0.0002160451],"study_design_scores_gemma":[0.0002375316,0.0001792671,0.1490605,0.00002295565,0.00000669413,0.00002202105,0.0001537089,0.0003418303,0.8449936,0.002159565,0.00272958,0.00009273626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954821,0.0001110713,2.69468e-7,0.0007610713,0.00003268781,0.0001667458,0.00001278089,0.00000382605,0.00342947],"genre_scores_gemma":[0.9989805,0.00005554088,0.0001733793,0.0001343215,0.0001107823,0.000005511366,7.360176e-7,0.000004222623,0.0005349939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09763341,"threshold_uncertainty_score":0.2833926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03753853705374584,"score_gpt":0.3422903564623543,"score_spread":0.3047518194086085,"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."}}