{"id":"W1992389987","doi":"10.5195/ahea.2011.27","title":"Genetic Research and Hungarian \"Deep Ancestry\"","year":2011,"lang":"en","type":"article","venue":"Hungarian Cultural Studies","topic":"Historical Geopolitical and Social Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Ethnogenesis; CONQUEST; History; Subject (documents); Genealogy; Classics; Ancient history; Sociology; Anthropology; Ethnic group; Library science; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000595629,0.0001409937,0.0002603421,0.00004359898,0.002740132,0.00008111218,0.0002486137,0.0001460531,0.0001324623],"category_scores_gemma":[0.0008208936,0.0001099543,0.00005636803,0.0003951352,0.002560568,0.0001748934,0.0001539266,0.0003157638,0.00009914508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647883,"about_ca_system_score_gemma":0.00005618625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004762908,"about_ca_topic_score_gemma":0.008497745,"domain_scores_codex":[0.9978966,0.0003311674,0.0002176747,0.0003329706,0.0004962714,0.0007253145],"domain_scores_gemma":[0.9988214,0.0002042048,0.00004096141,0.0001244482,0.0005012312,0.0003077672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002455324,0.0001256366,0.009206833,0.00003528716,0.000114214,0.00004265226,0.2167555,1.56567e-7,0.0000238338,0.7581358,0.00437571,0.01115983],"study_design_scores_gemma":[0.0005312733,0.0004787752,0.1113873,0.0000653432,0.00007235461,0.000005142748,0.2423339,0.00002624432,0.0000167106,0.2621648,0.3821526,0.0007655443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3658719,0.009111232,0.00003355187,0.002547092,0.001231241,0.0005375895,0.000008623872,0.0002165526,0.6204422],"genre_scores_gemma":[0.9646128,0.002885166,0.001409071,0.0001771024,0.0008923991,0.00004091781,0.000001407137,0.00001262389,0.02996853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5987409,"threshold_uncertainty_score":0.9985582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3374531401773961,"score_gpt":0.4283632351716913,"score_spread":0.0909100949942952,"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."}}