The Last Years of Crusader Acre (‘Akko) and Resettlement in the Ottoman Period: Archaeological Evidence from the Boverel Quarter (pp. 141–186)
Bibliographic record
Abstract
An excavation conducted in a two-story Ottoman-period building within the Old City of ‘Akko uncovered a flagstone floor, which was probably the original floor of the late Ottoman building, dating to the later half of the eighteenth, or the early nineteenth, century CE (Stratum I). Below the floor was evidence of an early Ottoman, seventeenth-century CE occupation (Stratum II), and beneath it, a Crusader thirteenth-century CE building, which was destroyed by a fierce fire (Stratum III). It is assumed that the Crusader building was destroyed in the summer of 1291, following its conquest by the Mamluks. The phenomenon of Ottoman rebuilding directly upon the remains of Crusader-period buildings, and reusing the Crusader walls as foundations, was also detected in other excavations in the city. The finds from the Crusader period included pottery vessels, local and imported wares, glass vessels and a stone mortar, as well as sheep and goat, cattle, domestic fowl and fish bones. The finds from the Ottoman period included local and imported wares, as well tobacco pipes. The inhabitants of the Ottoman city were mainly merchants and seamen, who were involved in the export of cotton.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.003 | 0.006 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".