{"id":"W2019627586","doi":"10.1038/hdy.2009.72","title":"Genetic structure of nomadic Bedouin from Kuwait","year":2009,"lang":"en","type":"article","venue":"Heredity","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Wellcome Trust","keywords":"Biology; Genetic structure; Lineage (genetic); Evolutionary biology; Genetic drift; Single-nucleotide polymorphism; Descent (aeronautics); Genetics; Genetic relationship; Genetic variation; Demography; Genotype; Gene; Genetic diversity; Geography; Population","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":[0.0000290173,0.0001015474,0.0001340282,0.00001926282,0.00002993984,0.000008062463,0.0001883208,0.00014816,0.0002144452],"category_scores_gemma":[0.00002898545,0.00009063946,0.00006310723,0.00005930795,0.00009837704,0.000001133689,0.0000469984,0.00008228709,0.00001005407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005286138,"about_ca_system_score_gemma":0.00005955919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019793,"about_ca_topic_score_gemma":0.00006398759,"domain_scores_codex":[0.9992113,0.00003525663,0.0001521306,0.0002474379,0.0001691017,0.0001847651],"domain_scores_gemma":[0.9994201,0.000006922302,0.00004570001,0.0003799309,0.00006647118,0.00008088491],"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":[0.00005804867,0.00004383456,0.003878449,0.00000573334,0.00002507452,0.00000351192,0.00003638371,0.00003658282,0.9750034,0.00001620042,0.01030638,0.01058644],"study_design_scores_gemma":[0.0006031428,0.0004486175,0.3096791,0.000008029242,0.00001359803,0.00000772115,0.00002230065,0.00005874041,0.6766531,0.00204854,0.01030765,0.0001494551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967248,0.001135865,0.0002113184,0.00008693652,0.0001372115,0.00009298522,0.0001051404,0.000005652932,0.001500112],"genre_scores_gemma":[0.9969765,0.00006564514,0.001938356,0.0001227151,0.0005338034,8.577878e-7,0.0001006016,0.000006678053,0.0002548613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3058006,"threshold_uncertainty_score":0.369617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007411883490296503,"score_gpt":0.2508177838237534,"score_spread":0.2434059003334569,"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."}}