Exploring Patronage, Genre, and Scholar-Bureaucracy: The Trans-Imperial Career of Ḫvāndamīr (d. 1534)
Bibliographic record
Abstract
This paper examines the life, career, and patronage of the great statesman and historian, Ghiyath al-Dīn Ḫvāndamīr. Ḫvāndamīr lived and worked during a dynamic period of early modern Islamic history, marking the terminus of the great Timurid empire and the genesis of no less than three major polities in Iran, Central Asia, and South Asia: the Safavids, the Uzbeks, and the Mughals. During the first three decades of the sixteenth century, Ḫvāndamīr produced numerous texts across a multitude of genres, all the while dextrously navigating violent dynastic upheaval and negotiating new terms of patronage in different imperial settings. This paper examines a number of these patronized texts towards the objective of understanding more about how such “men of the pen” understood the act of patronage; specifically, Ḫvāndamīr’s approach to text and genre may have been shaped by the terms and conditions of these different negotiated “trans-imperial” relationships.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.011 | 0.013 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".