{"id":"W4402679937","doi":"10.63051/kos.2024.3.83","title":"STUDYING KAZAKH NECROTOPONYMS MONGOLIA AND KAZAKHSTAN (SECOND HALF XIX - FIRST QUARTER OF THE XXI CENTURIES)","year":2024,"lang":"en","type":"article","venue":"Ķazaķstan šyġystanuy.","topic":"Linguistics and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kazakh; Quarter (Canadian coin); Ancient history; Inner mongolia; History; Geography; China; Archaeology; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019153,0.0002961547,0.0003423278,0.00005939271,0.001013038,0.0005987615,0.0002672233,0.00005709884,0.00182118],"category_scores_gemma":[0.00004366129,0.0001786878,0.0001669653,0.00009407042,0.000547371,0.0001653362,0.000189106,0.0002398025,0.00002891175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006296441,"about_ca_system_score_gemma":0.00002824624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004013005,"about_ca_topic_score_gemma":0.008892758,"domain_scores_codex":[0.9984168,0.00004318744,0.0004464657,0.0003751093,0.0003454472,0.0003730047],"domain_scores_gemma":[0.9991911,0.0001219379,0.0001090249,0.0003248513,0.0001714808,0.00008161653],"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":[0.00003292929,0.00007159048,0.001212377,0.0006409057,0.00032636,0.00003193873,0.1344607,0.000001438085,0.0001200169,0.8283678,0.03388146,0.0008524492],"study_design_scores_gemma":[0.0002750104,0.0001094761,0.0009027257,0.0002874278,0.00009884087,0.000005269517,0.02496237,0.00007529376,0.0002351882,0.01014061,0.9625971,0.0003107029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6928374,0.01419694,0.00001269728,0.003709824,0.005031724,0.001224113,0.0006807847,0.0002851255,0.2820214],"genre_scores_gemma":[0.9855773,0.0001201669,0.00001604719,0.0001310923,0.0007510417,0.00003201318,0.000007161637,0.00003440752,0.01333073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9287156,"threshold_uncertainty_score":0.9990913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092121010610801,"score_gpt":0.2137854597720856,"score_spread":0.1928642496659776,"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."}}