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 Glass wall mosaic is a major feature of early Islamic architecture, surviving above all in the Umayyad monuments of the Dome of the Rock and the Great Mosque of Damascus. These grand mosaics inspired periodic revivals from the eleventh century onwards. The centuries between the Umayyad commissions and the first of the documented revivals, however, have been seen as a period of decline for the craft; the Abbasid dynasty that defeated the Umayyads in 750 has not traditionally been associated with the medium. This article reexamines the question, looking at textual and material evidence for Abbasid mosaic production. It argues that, in fact, there was a continuous mosaic tradition well into the ninth century, under the patronage of both caliphs and lower-ranking officials. The first part of the article considers written evidence for mosaics in Mecca and Medina. The second part looks in detail at a surviving example that, it will be argued, dates to the Abbasid period, on the Bayt al-Mal (Treasury) of the Great Mosque of Damascus. The concluding section discusses factors behind the general decline in mosaic production in the tenth century and the possibility of pockets of continuity.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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