How many foreign fighters are In Syria
Bibliographic record
Abstract
It is estimated that a number between 27,000 and 31,000 foreign fighters have been flocking to Iraq and Syria since the breakout of the war in 2011.An updated assessment of the flow of foreign fighters into Syria and Iraq shows that there is a significant increase in the number of foreign fighters travelling to Syria.Data provided by the Soufan Group in 2014 estimated that the identifiable number of foreign fighters is approximately 12,000 from 81 countries.It was also believed that the number of foreign Jihadists coming form Western countries does not exceed 3000: "Around 2,500 are from Western countries, including most members of the European Union, the United States, Canada, Australia, and New Zealand", according to Soufan's initial report on Foreign Fighters in Syria.Now the number exceeds 27,000 foreign fighters from at least 86 countries.
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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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.007 | 0.006 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.004 |
| Open science | 0.007 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| 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".