{"id":"W2789145179","doi":"10.1016/j.cub.2018.02.051","title":"Population Turnover in Remote Oceania Shortly after Initial Settlement","year":2018,"lang":"en","type":"article","venue":"Current Biology","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":174,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Australian Research Council; National Institutes of Health; Centre National de la Recherche Scientifique; Pacific Institute for Climate Solutions; British Heart Foundation; Marsden Fund; Francis Crick Institute; Wellcome Trust; University of Otago; National Science Foundation; Wellcome; Paul G. Allen Family Foundation; Medical Research Council; Howard Hughes Medical Institute; National Institute of General Medical Sciences; National Geographic Society; Vetenskapsrådet","keywords":"Archipelago; Population; New guinea; Biology; Austronesian languages; Ancient DNA; Geography; Genetic genealogy; Archaeology; Ethnology; Demography; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0002883688,0.00007527103,0.0001259345,0.00006281177,0.0001342961,0.00001065185,0.00008099752,0.00007518814,0.0002688493],"category_scores_gemma":[0.00005178972,0.00006476985,0.00003198444,0.0001323055,0.0003114998,0.00004589395,0.00003307482,0.00008545495,0.0001444733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006636049,"about_ca_system_score_gemma":0.0000290683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002381143,"about_ca_topic_score_gemma":0.004951081,"domain_scores_codex":[0.999138,0.0001630631,0.0001623703,0.0001834427,0.00008321653,0.0002698921],"domain_scores_gemma":[0.9997739,0.0000208332,0.00003996411,0.000081062,0.0000411159,0.00004310444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081947,0.00006773452,0.7960379,0.000007752592,0.00001768834,0.000003349454,0.0645293,1.123157e-7,0.00001995107,0.01323843,0.001696149,0.1242735],"study_design_scores_gemma":[0.0004997465,0.0001087716,0.5492423,0.0000502995,0.00001443799,6.912951e-7,0.006292076,0.00003015087,0.00001050572,0.01224101,0.4312202,0.0002898997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963878,0.0005860648,0.0003168807,0.0004619197,0.002476092,0.0001901608,0.00005330236,0.00004004349,0.03199749],"genre_scores_gemma":[0.9988072,0.00004293173,0.00004625678,0.00005094634,0.0009347986,0.000003317428,0.00002644904,0.000003496662,0.00008459678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.429524,"threshold_uncertainty_score":0.2943712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368358804048187,"score_gpt":0.3894241677219331,"score_spread":0.3457405796814512,"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."}}