Sargon II in the Mahidasht: New Evidence from Quwakh Tapeh, Kermanshah
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract The eastward expansion of Assyria, richly narrated in official inscriptions and supported by corollary materials such as letters from the royal correspondence and oracular enquiries, remains in archaeological terms hugely under-explored. Over the past few years, however, this has begun to change and a succession of recent discoveries is starting to give us an increasingly more detailed picture of the imprint of Assyrian rule in this sector of the Empire. The two fragments of a monumental stele of Sargon II published here, excavated at the site of Quwakh Tapeh in the Mahidasht Plain, are an example of just the sort of find that is ushering in a new era in our understanding of the Assyrian presence in western Iran.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.007 |
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