{"id":"W7030356339","doi":"","title":"The Metaphrasis of Niketas Choniates’ ›History‹ Introduction, Edition, Commentary","year":2025,"lang":"en","type":"article","venue":"","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Byzantine architecture; Rhetorical question; Style (visual arts); Context (archaeology); Field (mathematics); Quarter (Canadian coin); Typography; Linguistic context","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":[0.00121012,0.0003492684,0.0002639906,0.0015676,0.004655658,0.004836572,0.0006301635,0.002159599,0.00523341],"category_scores_gemma":[0.002999753,0.0001583571,0.0001529501,0.0009515003,0.007725106,0.002058486,0.001920963,0.003623057,0.0009892201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006382911,"about_ca_system_score_gemma":0.002778262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007338313,"about_ca_topic_score_gemma":0.01451702,"domain_scores_codex":[0.9994287,0.0002250482,0.00002398432,0.00008075045,0.0001768709,0.00006465867],"domain_scores_gemma":[0.9990103,0.0006222461,0.00006870582,0.00003328498,0.0002148617,0.00005059175],"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":[0.0000579798,0.00001727262,0.0002996581,0.0004123916,0.000007480761,0.0005365989,0.05490961,0.0001200857,0.0007258545,0.3921242,0.5294318,0.02135716],"study_design_scores_gemma":[0.000002486263,0.000004755112,0.0004644057,0.00025348,0.000001735685,0.00008212756,0.00714869,0.00002187485,0.0001844493,0.005715277,0.9861149,0.000005785291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03705889,0.09520902,0.0014192,0.3334819,0.08087644,0.00007517594,0.000301504,0.0001209442,0.451457],"genre_scores_gemma":[0.4806383,0.04974226,0.001304662,0.05667337,0.06042066,0.0001583228,0.0002525806,0.000338566,0.3504713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007338313,"threshold_uncertainty_score":0.0463115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073016308442302,"score_gpt":0.1933596261323219,"score_spread":0.1826294630478989,"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."}}