Greek Narratives of the Roman Empire under the Severans
Why this work is in the frame
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Bibliographic record
Abstract
The political instability of the Severan Period (AD 193–235) destroyed the High Imperial consensus about the Roman past and caused both rulers and subjects constantly to re-imagine and re-narrate both recent events and the larger shape of Greco-Roman history and cultural identity. This book examines the narratives put out by the new dynasty, and how the literary elite responded with divergent visions of their own. It focuses on four long Greek narrative texts from the period (by Cassius Dio, Philostratus and Herodian), each of which constructs its own version of the empire, each defined by different Greek and Roman elements and each differently affected by dynastic change, especially that from Antonine to Severan. Innovative theories of narrative are used to produce new readings of these works that bring political, literary and cultural perspectives together in a unified presentation of the Severan era as a distinctive historical moment.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it