{"id":"W4392558750","doi":"10.26516/2222-9124.2024.47.5","title":"The Works and Materials of G. I. Novitsky, J. B. Müller and V. F. Zuev in the History of the Study of the Peoples of Siberia: Problems, Discussions, New Data and Interpretations","year":2024,"lang":"en","type":"article","venue":"The Bulletin of Irkutsk State University Series History","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Quarter (Canadian coin); Originality; Value (mathematics); Thematic map; Anthropology; Sociology; History; Geography; Archaeology; Cartography; Mathematics; Qualitative research; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005169641,0.00009644411,0.0001929881,0.00004816242,0.0001796854,0.00001443641,0.000479892,0.0000233934,0.0001315126],"category_scores_gemma":[0.0001027445,0.00004285295,0.00002997156,0.00003234341,0.001549938,0.00005461728,0.0004514163,0.0001124721,1.424748e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006530486,"about_ca_system_score_gemma":0.0001396827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006556784,"about_ca_topic_score_gemma":0.01189352,"domain_scores_codex":[0.9990549,0.0003053991,0.0002701391,0.0001323512,0.0001589604,0.00007823943],"domain_scores_gemma":[0.9988019,0.0003685261,0.000276697,0.0004632675,0.00007606146,0.00001352644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002869938,0.0001515735,0.0001679314,0.0005194757,0.0001557903,0.000002032253,0.8730215,0.00001731897,0.0005211331,0.04388687,0.08030107,0.0009683238],"study_design_scores_gemma":[0.00035676,0.0001506982,0.002504642,0.0004240456,0.0002110005,0.000002037336,0.1868117,0.000029996,0.00002375317,0.0004267164,0.8089749,0.00008384509],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638153,0.02326311,0.00001132147,0.003658884,0.001242167,0.0009238126,0.0005235139,0.00001154175,0.006550322],"genre_scores_gemma":[0.9843501,0.001199546,0.00001474651,0.00002321148,0.0000268415,9.00904e-7,0.00000532025,0.000007595713,0.01437168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7286738,"threshold_uncertainty_score":0.9911939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767316675744618,"score_gpt":0.1862600356175947,"score_spread":0.1685868688601486,"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."}}