Sassanian stucco decorations from the Ramavand (Barz Qawaleh) excavations in the Lorestan Province of Iran
Why this work is in the frame
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Bibliographic record
Abstract
Barz Qawaleh (also known as Bard Qawela or “Barz-Q” town) is an ancient site located in the vicinity of the village of Ramavand in Iran, in the Kounani region of the Seymareh river basin. The ancient site should be considered as one of the largest and most important Sassanian settlements in Lorestan, Iran. The present paper and accompanying photographs introduce some elements of the stucco decorations discovered at Barz Qawaleh, which constitute remarkable evidence of Sassanian art. Apart from introducing the findings from archeological, this paper offers some interpretations of the motifs and designs represented by the stuccos, some of which may be found also in materials from other Sassanian sites in Iran and Mesopotamia.
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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 | 0.001 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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