{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006154162,0.000283012,0.0003206303,0.00005403031,0.0002811656,0.0001351088,0.0004457196,0.0003019554,0.0000119592],"category_scores_gemma":[0.0001453128,0.0001990915,0.0001553794,0.0001027054,0.0005404732,0.000007874833,0.0009089011,0.0002609771,0.00000374497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006763632,"about_ca_system_score_gemma":0.0004039184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508162,"about_ca_topic_score_gemma":0.0003004708,"domain_scores_codex":[0.9982237,0.0002817866,0.0003997496,0.0005111128,0.0002737838,0.0003098934],"domain_scores_gemma":[0.998081,0.00004476198,0.0002615083,0.00122454,0.0002920186,0.00009611889],"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":[0.00009511151,0.00003759849,0.001931273,0.0002111108,0.0001738917,0.000002807449,0.0001250059,0.00008466138,0.9945256,0.000561026,0.002237827,0.00001409719],"study_design_scores_gemma":[0.001535498,0.0001014758,0.07838852,0.000143116,0.0001958126,2.863355e-7,0.0001487814,0.002406479,0.9112933,0.00005474397,0.005186332,0.0005456754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734012,0.02246259,0.002543491,0.000538696,0.0002110933,0.0006525131,0.0001547643,0.00001345404,0.00002220095],"genre_scores_gemma":[0.9949727,0.003510423,0.0009610839,0.0001439092,0.0001740432,0.0001217575,0.000009238759,0.00004389452,0.00006293247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08323231,"threshold_uncertainty_score":0.8118718,"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."}}