{"id":"W4312514994","doi":"10.1007/978-3-031-09278-7_2","title":"Making Officials in Exile: The Case of the Palaiologoi","year":2022,"lang":"en","type":"book-chapter","venue":"New approaches to Byzantine history and culture","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Emperor; Archbishop; Order (exchange); Governor; Social order; Law; Sociology; Political science; Classics; History; Politics; Ancient history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002469188,0.0006721471,0.0004771893,0.0008113138,0.05215899,0.01470752,0.001936166,0.009761892,0.01557946],"category_scores_gemma":[0.003797483,0.0005709341,0.0003275387,0.001399496,0.03189749,0.009953466,0.006914468,0.01817246,0.001590209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007130821,"about_ca_system_score_gemma":0.007051942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04492853,"about_ca_topic_score_gemma":0.1230878,"domain_scores_codex":[0.9968944,0.001321145,0.00003464402,0.0002128803,0.0002031942,0.001333641],"domain_scores_gemma":[0.9987699,0.000594023,0.00009463514,0.00006002305,0.00009932926,0.0003820254],"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":[0.00002771242,0.00004665853,0.0004596555,0.00004197621,0.000003955923,0.00256447,0.4578618,0.00006668895,0.0001649946,0.5133674,0.02071751,0.004677408],"study_design_scores_gemma":[0.00002493675,0.00003738342,0.0009561474,0.0001684149,0.00001334705,0.0006148554,0.5434983,0.0001587284,0.0003170392,0.04270412,0.4114775,0.00002921157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1449419,0.00302058,0.001523219,0.06955067,0.001158308,0.00009647607,0.0000329137,0.00005371121,0.7796222],"genre_scores_gemma":[0.8107794,0.001165243,0.0004452848,0.01019835,0.0002247363,0.0001203922,0.00001566388,0.00007940933,0.1769716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05215899,"threshold_uncertainty_score":0.08933401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2132652476421067,"score_gpt":0.2238799594873336,"score_spread":0.01061471184522689,"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."}}