{"id":"W4229067331","doi":"10.1101/2022.05.04.490594","title":"Population genomics of postglacial western eurasia","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institute of General Medical Sciences; H. Lundbeck A/S; Novo Nordisk Fonden; NOMIS Stiftung; National Institutes of Health; Ministry of Education and Science of the Republic of Kazakhstan; Ministerio de Ciencia e Innovación; Aarhus Universitets Forskningsfond; Novo Nordisk; Ural Branch, Russian Academy of Sciences; Lundbeckfonden; Wellcome Trust; Danmarks Grundforskningsfond; H2020 Marie Skłodowska-Curie Actions; Àrainneachd Eachdraidheil Alba; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Medical Research Council; Ural Federal University; Villum Fonden; Generalitat Valenciana; Aarhus Universitet; Social Sciences and Humanities Research Council of Canada; National Research Foundation; Riksbankens Jubileumsfond; Ministerio de Economía y Competitividad; National Science Foundation","keywords":"Mesolithic; Cline (biology); Geography; Holocene; Subarctic climate; Prehistory; Population; Before Present; Steppe; Human migration; Holocene climatic optimum; Ancient DNA; Beringia; Archaeology; Ecology; Biology; Pleistocene; Demography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004260787,0.0003186904,0.0003717366,0.000135161,0.0001068049,0.0000481759,0.0005498654,0.0004020531,0.00006125065],"category_scores_gemma":[0.0001085236,0.0003662113,0.000175776,0.000162819,0.0001170125,0.000003617858,0.001097174,0.0004004881,0.00001051232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009138143,"about_ca_system_score_gemma":0.0004596182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001197534,"about_ca_topic_score_gemma":0.000007164129,"domain_scores_codex":[0.9979275,0.0001502963,0.0004485924,0.0007272616,0.000377534,0.0003688543],"domain_scores_gemma":[0.9981651,0.00001058682,0.000315338,0.001105165,0.0002650715,0.0001387281],"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":[0.00009824632,0.00007226411,0.1054094,0.0001585033,0.0001220563,0.000009049256,0.000005710198,0.0003148927,0.8933916,0.00008010749,0.0003326547,0.000005500521],"study_design_scores_gemma":[0.0005101394,0.0002590545,0.4762297,0.000045593,0.00006472375,3.45699e-8,0.000004708158,0.0001342261,0.5052088,0.000003476518,0.01694108,0.0005984303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997073,0.001008051,0.0003720879,0.00007353196,0.0006719078,0.0004565312,0.0002959728,0.00002889665,0.00001999975],"genre_scores_gemma":[0.9973755,0.0003391573,0.001499574,0.00008256202,0.0004980035,0.00006727644,0.00001028052,0.00009214162,0.00003543874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3881828,"threshold_uncertainty_score":0.999879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131068924948392,"score_gpt":0.2509303571492429,"score_spread":0.2378234646544037,"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."}}