Patterns on the Embroidered Textiles Unearthed from the Silk Road I: Animal Pattern
Why this work is in the frame
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Bibliographic record
Abstract
<p>Based on the archaeological evidences from the Silk Road, this paper reviews animal pattern on the embroidered textiles of the Han and Tang dynasties (2ndC BC- 9thC AD). The evidences show that animal pattern is widely found on the embroidered textiles unearthed from the graveyards or ancient sites along the Silk Road and particularly rich in variety. Generally, animals on the embroideries from the Silk Road can be categorized into animals of the real world and animals of the imaginary world. The first group consists of a range of real animals, including birds and butterflies which are usually flying in the sky or among the flowers, herbivorous animals like horses, antelopes, deer (especially reindeers) and yaks and carnivorous animals like tigers which are regular seen on the grasslands and aquatic animals like fish and turtles. The second group includes imaginary animals which play an important role in Chinese mythology like phoenixes, dragons and suanni etc. and significant legendary creature in Central Asian mythology like griffins. Besides, historical documents provide more information about animal pattern adopted by embroidered textiles than we have seen on archaeological evidences.</p>
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 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