{"id":"W4416177451","doi":"10.1525/sla.2025.9.4.451","title":"Human Paleogenetics and Late Antique Migration","year":2025,"lang":"en","type":"article","venue":"Studies in Late Antiquity","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"","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":[0.0006065008,0.00008945669,0.0002111274,0.00009021095,0.0005311496,0.00001467311,0.0001113187,0.00008527296,0.000008493194],"category_scores_gemma":[0.0001479144,0.00008580778,0.0000257717,0.0002350566,0.001083839,0.00006518649,0.000196797,0.000110326,0.000001679123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003636948,"about_ca_system_score_gemma":0.00004611258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001716133,"about_ca_topic_score_gemma":0.1213339,"domain_scores_codex":[0.9990811,0.0001799135,0.0001924501,0.0002077676,0.00008448892,0.0002542672],"domain_scores_gemma":[0.9996719,0.00008744634,0.00004910964,0.0001018278,0.00006212648,0.00002753474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008256054,0.00003818182,0.9307709,0.00004921461,0.00004969218,0.00001722902,0.02421116,0.00001506928,0.001040045,0.03869924,0.0004189432,0.004682038],"study_design_scores_gemma":[0.0003274705,0.0000474782,0.9484573,0.00007951808,0.0000170852,2.040744e-7,0.002687132,0.00005036356,0.0005416092,0.03622104,0.01141985,0.0001509604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825546,0.001653328,0.00001427574,0.003073713,0.0002673738,0.0001599581,0.000003366629,0.00003151806,0.0122419],"genre_scores_gemma":[0.9855947,0.01177877,0.0001982319,0.0002456864,0.0000519644,0.000009417595,0.000001359972,0.000003239218,0.002116563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211623,"threshold_uncertainty_score":0.8946995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04595418664312544,"score_gpt":0.3913680553764903,"score_spread":0.3454138687333648,"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."}}