Turkey’s syrian policy under justice and development party rule after 2009
Bibliographic record
Abstract
The Justice and Development Party's Syria policy has followed a volatile and pragmatic line. Prior to 2011, when the Arab Spring began in Syria, strategic cooperation was established within the framework of liberal and zero-problem policies with neighbors. When Turkey's democratic reform proposals against the opposition movements that emerged in 2011 did not realize, Turkey changed its position against the Assad regime and started to support the opposition. During this period, weapons aid was also given to the dissidents. Later, with the involvement of Russia and the USA, the balances in Syria changed and Turkey turned to defensive policies that would protect its internal and border security. In this context, military operations were carried out against Syria. However, these operations were carried out with the consensus of Russia and the USA. Although the JDP declared the Assad regime to be an enemy after 2011, it has come to the point where it is possible to negotiate with the Assad regime in the later period. This study makes a process analysis of Turkey's changing Syria policy.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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; 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".