{"id":"W7054038122","doi":"","title":"Учреждение и развитие византийской фемы в Таврике","year":2016,"lang":"en","type":"article","venue":"Electronic Kharkiv National University Institutional Repository (Kharkiv National University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Byzantine architecture; Ruler; Empire; Middle Ages; Power (physics); Black sea; Quarter (Canadian coin); Diplomacy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003187702,0.0004006841,0.0002730539,0.00100675,0.001235413,0.00005999185,0.0008249271,0.0002707447,0.0003401955],"category_scores_gemma":[0.0000906182,0.0004319667,0.0002743221,0.001295033,0.0004347402,0.001467536,0.000126299,0.0004139272,0.0004281072],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006349825,"about_ca_system_score_gemma":0.002626454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003418801,"about_ca_topic_score_gemma":0.0000398621,"domain_scores_codex":[0.9968691,0.0001178644,0.0003274916,0.0006440855,0.001377554,0.0006638802],"domain_scores_gemma":[0.9978788,0.0003818911,0.0001406241,0.0002543775,0.001043139,0.000301206],"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":[0.0001553831,0.0002004739,0.0003133947,0.00002475961,0.000372592,0.0001222672,0.00003761096,0.005949449,0.02593917,0.93995,0.02646583,0.0004690391],"study_design_scores_gemma":[0.00226118,0.00005686664,0.002113026,0.00006188643,0.00007646027,0.0001698615,0.00006757879,0.002653802,0.004709402,0.004791468,0.9823132,0.0007252239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.080098,0.0004095456,0.08096498,0.004059679,0.001329955,0.001176739,0.001519437,0.002128226,0.8283134],"genre_scores_gemma":[0.9565985,0.0002773899,0.000545022,0.0001395857,0.0004190182,0.000003635077,0.0002376812,0.00003503969,0.04174419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9558474,"threshold_uncertainty_score":0.9998132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007461323607338576,"score_gpt":0.1668941095498921,"score_spread":0.1594327859425535,"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."}}