{"id":"W3113966628","doi":"10.15826/adsv.2020.48.014","title":"Byzantine Imported Underglaze Monograms in Mediaeval Sougdaia","year":2020,"lang":"en","type":"article","venue":"Античная древность и средние века","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Byzantine architecture; Pottery; Scholarship; Sign (mathematics); Archaeology; Ancient history; Quarter (Canadian coin); Peninsula; History; Hoard; Excavation; Art; Law","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":[0.0004207232,0.0003526873,0.0003138225,0.005116015,0.004107656,0.002931193,0.0003748178,0.0004380372,0.004682507],"category_scores_gemma":[0.0009389222,0.0002028235,0.0001195607,0.005493254,0.003697047,0.001343734,0.001906825,0.0005766719,0.0002709295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002656424,"about_ca_system_score_gemma":0.000926109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684022,"about_ca_topic_score_gemma":0.0710595,"domain_scores_codex":[0.9996215,0.0001193534,0.00001864235,0.00007055041,0.00005979597,0.0001102058],"domain_scores_gemma":[0.9996593,0.0001235305,0.0001147068,0.00003748994,0.00003557019,0.00002940604],"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":[0.0002509774,0.00005639864,0.0335732,0.0006027524,0.00002342572,0.003650732,0.8464616,0.00005085517,0.003806469,0.03868069,0.002837691,0.07000528],"study_design_scores_gemma":[0.00000733585,0.00009361463,0.2801847,0.0006705766,0.00002453999,0.002387278,0.3531127,0.00005491148,0.001692905,0.0007485211,0.3609965,0.00002639968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563214,0.004106006,0.0001559196,0.0002532365,0.00006900806,0.00001777079,0.0001465995,0.000009968601,0.03892018],"genre_scores_gemma":[0.9880584,0.001832671,0.0002182278,0.00003627251,0.00004001164,0.00001159717,0.0001148546,0.00001965975,0.009668244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684022,"threshold_uncertainty_score":0.0334844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0541273747298845,"score_gpt":0.2125912666527533,"score_spread":0.1584638919228688,"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."}}