{"id":"W2783709332","doi":"10.1515/9781575068725","title":"Chronicling the Chronicler","year":2013,"lang":"en","type":"book","venue":"Penn State University Press eBooks","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ancient history; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009260629,0.0003110782,0.0003332837,0.00007239731,0.001274393,0.0001550261,0.0005779786,0.00008195863,0.001295937],"category_scores_gemma":[0.000002410607,0.0002487461,0.0002170972,0.000002634764,0.0009735574,0.0001081247,0.0004565687,0.0005404023,0.0002205689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140761,"about_ca_system_score_gemma":0.0002437616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769202,"about_ca_topic_score_gemma":0.002363831,"domain_scores_codex":[0.9988312,0.00004659164,0.0001776905,0.0003435795,0.0002242511,0.000376678],"domain_scores_gemma":[0.9989998,0.00008105583,0.0002341005,0.0004405234,0.0001771195,0.00006733906],"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":[0.00001157342,0.000006172413,7.186217e-8,0.00006053808,0.0001462927,0.00001546574,0.01011092,0.000001694053,3.840697e-7,0.5500177,0.4382041,0.001425097],"study_design_scores_gemma":[0.0003318026,0.00003872045,0.000001540701,0.00007499772,0.0001567805,0.000001077964,0.001031662,0.00002427189,0.000001328115,0.0001322552,0.9978758,0.0003297383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002359508,0.001235111,0.000005580172,0.00007983625,0.0007089687,0.0004125471,0.0001656116,0.0001225778,0.9972461],"genre_scores_gemma":[0.0004390341,0.0004678486,0.00000628415,0.000142828,0.0007818337,0.000002219728,0.00002517136,0.00004729334,0.9980875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5596717,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306660559790859,"score_gpt":0.1708789343454595,"score_spread":0.1378123287475509,"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."}}