{"id":"W3198288014","doi":"10.1101/2021.08.30.458211","title":"Cosmopolitanism at the Roman Danubian Frontier, Slavic Migrations, and the Genomic Formation of Modern Balkan Peoples","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of General Medical Sciences; National Institutes of Health; Ministerio de Ciencia e Innovación; Paul G. Allen Family Foundation; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; John Templeton Foundation; Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades; Howard Hughes Medical Institute","keywords":"Barbarian; Frontier; Cosmopolitanism; Slavic languages; Geography; Empire; Ancient history; Human settlement; Ethnology; History; Archaeology; Political science; Classics","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":[0.0003529805,0.0001106489,0.0001922407,0.0009255511,0.0004578891,0.0009161653,0.0001305448,0.0002014076,0.001744782],"category_scores_gemma":[0.0005467578,0.0001065941,0.0001223451,0.001270063,0.0006149577,0.0001611203,0.0004761082,0.000267989,0.0001686704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732231,"about_ca_system_score_gemma":0.0001449167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447072,"about_ca_topic_score_gemma":0.008970542,"domain_scores_codex":[0.9998732,0.00003517337,0.000005491765,0.00005021787,0.00001220958,0.00002375192],"domain_scores_gemma":[0.9998155,0.00004491384,0.00006054651,0.0000268069,0.00002442771,0.00002785035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002085445,0.00003356301,0.9619355,0.00004034123,0.0001688405,0.0002898536,0.004240922,0.0003288404,0.01387338,0.001266413,0.000348526,0.01726552],"study_design_scores_gemma":[0.00000285949,0.00001024043,0.9973833,0.00002081624,0.00001124913,0.00009934718,0.0008451275,0.00009925363,0.0002865017,0.0002005126,0.001037985,0.000002799989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988451,0.0002434961,0.00008596863,0.00003412217,0.000001763684,9.476102e-7,0.0001419179,0.00000154277,0.0006450805],"genre_scores_gemma":[0.9994208,0.0001251035,0.0001002433,0.00001373709,0.000002494686,0.000001629108,0.0001743092,0.000001935702,0.0001599255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00447072,"threshold_uncertainty_score":0.008889377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008306961055015044,"score_gpt":0.2184709967716515,"score_spread":0.2101640357166365,"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."}}