{"id":"W4211099626","doi":"10.1017/9781139055994.017","title":"Byzantine Italy (680–876)","year":2019,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Byzantine architecture; Duchy; Ravenna; Ancient history; Geography; Settlement (finance); Reign; Population; Human settlement; Emperor; Archaeology; Empire; History; Quarter (Canadian coin); Law; Demography; Political science; Politics; Sociology","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":[0.0001890787,0.0007368209,0.0003027719,0.001554587,0.001657552,0.001601089,0.0003538008,0.0007977407,0.07044075],"category_scores_gemma":[0.000299901,0.0002267474,0.000195447,0.001457558,0.0006828861,0.0007630326,0.00108227,0.001350386,0.03611685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685644,"about_ca_system_score_gemma":0.0008129214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01594346,"about_ca_topic_score_gemma":0.03696838,"domain_scores_codex":[0.999828,0.00001798583,0.000007127611,0.00004560186,0.00003592168,0.00006541466],"domain_scores_gemma":[0.9999204,0.00000697685,0.00001795523,0.000007483811,0.00001804895,0.00002916629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000351304,0.00007154374,0.004313511,0.0006153318,0.00001886731,0.001871047,0.004129502,0.0001262257,0.001523959,0.05670143,0.7719217,0.1583555],"study_design_scores_gemma":[0.000004655095,0.00001078694,0.005880645,0.00004109281,9.80323e-7,0.000202189,0.00004631129,0.000006571595,0.00003518439,0.0001420481,0.9936277,0.000001876004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02211371,0.01936524,0.0004757248,0.004171002,0.003655984,0.0001200245,0.003711224,0.0003153286,0.9460717],"genre_scores_gemma":[0.06732341,0.006332536,0.0005651073,0.001285039,0.002172601,0.000099951,0.002157894,0.0001887132,0.9198747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07044075,"threshold_uncertainty_score":0.2356477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708326566931128,"score_gpt":0.1665622781650712,"score_spread":0.1394790124957599,"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."}}