Bibliographic record
Abstract
Contemporary studies on Syria assume that the country’s Ba’thist regime has been effective in subduing its Islamic opposition, placing Syria at odds with the Middle East’s larger trends of rising Islamic activism and the eclipse of secular ideologies as the primary source of political activism. Yet this assumption founders when confronted with the clear resurgence in Islamic militantism in the country since 2004. This book examines Syria’s current political reality as regards its Islamic movement, describing the country’s present day Islamic groups – particularly their social profile and ideology – and offering an explanation of their resurgence. The analysis focuses on: Who are today’s Syrian Islamic groups? Why and how are they re-emerging after 22 years of relative silence as an important socio-economic and political force? How is the Syrian state dealing with their re-emergence in light of Syria’s secularism and ideologically diverse society? Bridging area studies, Islamic studies, and political science, this book will be an important reference for those working within the fields of Comparative Politics, Political Economy, and Middle Eastern Studies.
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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 | 0.001 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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; both teacher heads agree on what is shown here.
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".