Remains from the Mamluk Period in the al-Waṭṭa Quarter, Safed (Ẓefat) (with a contribution by Oded Katz) (Hebrew, pp. 1*–95*; English summary, pp. 271–275)
Bibliographic record
Abstract
The excavation on the western slope of the city of Safed revealed building remains of the Mamluk-period neighborhood of al-Waṭṭa (fourteenth–fifteenth centuries CE). Four strata were documented: Stratum IV, including pre-Mamluk remains; Stratum III, the main occupation layer, including dense building remains of a Mamluk-period neighborhood; Stratum II, a layer of debris within and between the Stratum III buildings; and Stratum I, a post-occupation layer. Stratum III came to a dramatic end in the first or second decade of the fifteenth century CE, probably due to an earthquake. Many pottery vessels, as well as glass vessels, coins, and metal and bone artifacts were recovered from the debris layers of the destroyed neighborhood, attesting to daily urban life in Mamluk-period Safed.
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How this classification was reachedexpand
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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".