Rural adaptation and settlement change in the late Islamic Jabal al-Khalīl (Judean Foothills)
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 study examines the transformation of rural settlement in the Shephelah region of Ottoman Palestine as a reflection of communal adaptation to changes in the political and security landscapes. Focusing on Khirbet Drūsye (Horvat Midras), we integrate archaeological evidence with Ottoman fiscal surveys and Sharia court registers to trace the site's transition from a prosperous Mamluk-era village to a seasonal habitation ( ʿizbeh ) by the 1550s. This spatial reconfiguration illustrates how rural communities modified their settlement patterns and economic strategies in response to the declining security environment during the Early Ottoman period. The study of Drūsye, alongside other cases in the southern Bilād al-Shām/Levant, highlights not only the diverse ways that settlement systems evolved in response to political and economic pressures but also reveals sophisticated settlement patterns that challenge our understanding of 'permanent' versus 'transient' occupation. More broadly, the case demonstrates the methodological value of combining archaeological and documentary sources to reconstruct historical geographies and understand local responses to imperial transition. Beyond its regional focus, the case of Drūsye demonstrates a more general lesson: rural communities under imperial regimes often developed flexible, hybrid strategies of land use that challenge simple distinctions between permanence and abandonment. Such adaptive patterns have relevance for comparative studies of frontier zones, resilience, and the archaeology of ‘decline’. • Khirbet Drūsye/Horvat Midras shifted from village life to pastoral use in the mid-1500s. • Archaeology and documents show adaptation to regional insecurity. • The site mirrors wider rural decline in Ottoman Palestine. • Pottery and coins confirm the contraction of the settlement. • Caves and ruins were reused for herding and seasonal shelters.
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 | 0.000 | 0.000 |
| 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