Ulrike al-Khamis, Godfrey Evans. « Faint Echoes of Past Splendour – A Group of Brass Plaques from 19th-Century Qajar Iran », in : Robert Hillenbrand, ed., Shahnama: The Visual Language of the Persian Book of Kings. Aldershot, Ashgate, 2004, pp. 129-141.
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
This fascinating article examines 49 brass plaques – currently housed in the Royal Museum of Scotland – which had been manufactured in 19th century Qajar Iran and purchased by one William Greieve in Bombay in the early 1890s. These distinctive pieces eventually made their way to the Grieve household in Berwick before being donated to the Royal Museum of Scotland in 1946. Al-Khamis and Evans provide a methodological and inspiring analysis of these pieces, which originally hailed from a wealthy...
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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