The Shiites of Lebanon under Ottoman Rule, 1516–1788
Why this work is in the frame
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Bibliographic record
Abstract
The Shiites of Lebanon under Ottoman Rule provides an original perspective on the history of the Shiites as a constituent of Lebanese society. Winter presents a history of the community before the 19th century, based primarily on Ottoman Turkish documents. From these, he examines how local Shiites were well integrated in the Ottoman system of rule, and that Lebanon as an autonomous entity only developed in the course of the 18th century through the marginalization and then violent elimination of the indigenous Shiite leaderships by an increasingly powerful Druze-Maronite emirate. As such the book recovers the Ottoman-era history of a group which has always been neglected in chronicle-based works, and in doing so, fundamentally calls into question the historic place within 'Lebanon' of what has today become the country's largest and most activist sectarian community.
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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 | 0.000 | 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 | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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