{"id":"W4213220984","doi":"10.53737/2713-2021.2021.56.17.023","title":"SOME NOTES ON THE TAMGA-SIGNS OF SARMATIANS AND THEIR NEIGHBOURS","year":2022,"lang":"ru","type":"article","venue":"Proceedings in Archaeology and History of Ancient and Medieval Black Sea Region","topic":"Eurasian Exchange Networks","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barbarian; Ancient history; Stele; Quarter (Canadian coin); Period (music); Middle Ages; History; Art; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872,0.0003965935,0.0001924665,0.001083949,0.005594141,0.001437089,0.0003951158,0.000889239,0.01510176],"category_scores_gemma":[0.001208775,0.0001433565,0.0001568508,0.001750938,0.002444005,0.0009637103,0.001342118,0.001458884,0.001783227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388441,"about_ca_system_score_gemma":0.0005059159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112833,"about_ca_topic_score_gemma":0.04121602,"domain_scores_codex":[0.9997323,0.0001354959,0.00001259634,0.00002376262,0.00003023181,0.00006552472],"domain_scores_gemma":[0.9996959,0.0001392193,0.00005761194,0.00002073792,0.00003909835,0.00004754601],"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":[0.0003765426,0.00007713972,0.01254264,0.0008920161,0.0000239819,0.006715277,0.6740713,0.0002780312,0.003870829,0.1547753,0.08301789,0.06335901],"study_design_scores_gemma":[0.0000108248,0.00008568258,0.03451578,0.000375299,0.00001064866,0.001059824,0.2987546,0.00005626483,0.0005517181,0.004355528,0.6601984,0.0000254046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4269524,0.01393331,0.0007495774,0.01150557,0.003470575,0.00009801476,0.0008422417,0.00004720999,0.5424011],"genre_scores_gemma":[0.8422226,0.00553326,0.0005201371,0.001209157,0.000983806,0.00006216137,0.0005138516,0.00004121111,0.1489137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01510176,"threshold_uncertainty_score":0.05052042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882897546529371,"score_gpt":0.2472568646039889,"score_spread":0.2084278891386952,"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."}}