The History and Pottery of a Middle Islamic Settlement in the Northwest Quarter of Jerash
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
In 2015, the Danish-German Northwest Quarter Project working in Jerash uncovered a Middle Islamic farmstead. Subsequent excavations revealed that this settlement, far from marking a decline at the site, is in fact indicative of a broader active and dynamic rural community living within the ancient urban landscape of Jerash.This volume offers an in-depth focus on this Islamic settlement, with a particular focus on the ceramic material yielded by the site, which is here fully quantified and contextually analysed alongside historical sources. Through this approach, the author has reconstructed a new synthesis of Middle Islamic settlement history, shedding new light on the economic and social structures of a rural community in northern Jordan, as well as establishing a typology that can be used to refine the chronologies of Middle Islamic Jerash.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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