{"id":"W580033661","doi":"10.1017/cbo9781139519588","title":"Byzantine Art and Diplomacy in an Age of Decline","year":2014,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Byzantine architecture; Diplomacy; Empire; Politics; Period (music); History; The arts; Cultural heritage; Literature; Ancient history; Art; Political science; Aesthetics; Law; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001092657,0.000263561,0.0005752824,0.0002183203,0.0001812893,0.00003271184,0.0002701361,0.0001187938,0.00001534443],"category_scores_gemma":[0.000006156115,0.0002900794,0.0001040127,0.000004013496,0.0008293032,0.00008422909,0.0003647888,0.0002862174,0.00000476377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001372131,"about_ca_system_score_gemma":0.00006048797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002747062,"about_ca_topic_score_gemma":0.0007437343,"domain_scores_codex":[0.9990053,0.0000514998,0.0002366907,0.0003441689,0.0001515024,0.0002108483],"domain_scores_gemma":[0.999211,0.00005396845,0.0002164491,0.0003193159,0.0001169431,0.00008230437],"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":[0.00006812312,0.00002882377,0.00001743899,0.0002301254,0.00004606717,0.00009895428,0.001250046,1.817626e-7,0.00001016578,0.8957373,0.1021812,0.0003315804],"study_design_scores_gemma":[0.0007605353,0.0001168877,0.0001259485,0.000171538,0.0001179856,0.000001620284,0.0002058908,0.00001379926,0.000005537807,0.000005998325,0.9981782,0.0002960454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001003174,0.0003014065,0.00001064466,0.00001121086,0.0001613983,0.0002084305,0.0001884579,0.0000479528,0.9980673],"genre_scores_gemma":[0.006164522,0.0001002702,0.00002150131,0.00006947425,0.0003607055,5.611107e-7,0.0001473356,0.0000335075,0.9931021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.895997,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256576885879783,"score_gpt":0.2009823794591916,"score_spread":0.1753246908712133,"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."}}