{"id":"W3206013881","doi":"10.1515/mill-2021-0004","title":"The Origin and Evolution of Early Christian and Byzantine Universal Historiography","year":2021,"lang":"en","type":"article","venue":"Millennium","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Byzantine architecture; Antique; Historiography; Narrative; Style (visual arts); Literature; Chronology; History; Classics; Art; Ancient history; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00188594,0.0002243819,0.0002141839,0.002327641,0.004095739,0.004213481,0.0003677249,0.0005763755,0.005203813],"category_scores_gemma":[0.002688416,0.0001902195,0.00005977678,0.002146731,0.01357057,0.002416673,0.002703978,0.001180605,0.0002390743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006571776,"about_ca_system_score_gemma":0.001844617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00792643,"about_ca_topic_score_gemma":0.01509485,"domain_scores_codex":[0.9994023,0.0002763346,0.00002215599,0.0001034568,0.00006871195,0.0001270343],"domain_scores_gemma":[0.9990016,0.0004838236,0.0001907589,0.0001178133,0.0001005875,0.0001054279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000895108,0.00002518057,0.003304552,0.0002026298,0.00000553824,0.0004635728,0.337227,0.00008251864,0.001592399,0.6189764,0.003209569,0.03482106],"study_design_scores_gemma":[0.00002746581,0.00009041673,0.0305892,0.0009143269,0.00001151287,0.0006028179,0.08031625,0.0002908782,0.002011376,0.02915172,0.8559678,0.00002618672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6528541,0.008992724,0.001473619,0.005021729,0.000233414,0.00004854617,0.0001016648,0.00006173828,0.3312124],"genre_scores_gemma":[0.9845393,0.0009457553,0.000334358,0.0001120775,0.00003946463,0.0000119186,0.00002114379,0.0000272691,0.01396874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00792643,"threshold_uncertainty_score":0.04768175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074896864270952,"score_gpt":0.1810099791991286,"score_spread":0.1702610105564191,"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."}}