{"id":"W4366452650","doi":"10.21301/eap.v17i4.5","title":"Ioannes III Batatzes’s Italian Venture: Byzantine Imperial Revival in Mediterranean Diplomacy","year":2022,"lang":"en","type":"article","venue":"Etnoantropološki problemi / Issues in Ethnology and Anthropology","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Emperor; Byzantine architecture; Diplomacy; Politics; Empire; Ancient history; Byzantine studies; Roman Empire; History; Classics; Law; Political science","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007015598,0.0004534435,0.001030536,0.0005838547,0.001460491,0.00003948417,0.0005081559,0.0002169537,0.01270236],"category_scores_gemma":[0.0001220659,0.0004360408,0.0001159152,0.0002024502,0.006460788,0.0002086878,0.0007784258,0.001292338,0.00002884194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004069356,"about_ca_system_score_gemma":0.00007277003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005625409,"about_ca_topic_score_gemma":0.01200022,"domain_scores_codex":[0.9964613,0.0005307276,0.0009091779,0.0008444194,0.00023161,0.001022816],"domain_scores_gemma":[0.9990237,0.000169934,0.000275714,0.0003901484,0.00005788252,0.0000826036],"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":[0.000672669,0.0006006465,0.00450036,0.0001570633,0.0001240147,0.0006790605,0.1099822,0.00001574841,0.0003315879,0.8549215,0.02333145,0.004683764],"study_design_scores_gemma":[0.003064652,0.0009404183,0.0003153607,0.00005469652,0.00003933913,0.0001356363,0.05198684,0.00006526321,0.00006887786,0.004876726,0.9379255,0.0005266864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6318588,0.1309088,0.00001641782,0.1295831,0.01891527,0.001982748,0.0003536977,0.0005760537,0.08580509],"genre_scores_gemma":[0.9882585,0.006370405,0.00008778251,0.0006943005,0.001207082,0.0002006929,0.00009029474,0.00005756305,0.003033339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9145941,"threshold_uncertainty_score":0.9998395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014046719812313,"score_gpt":0.2878872091292409,"score_spread":0.2677467419311178,"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."}}