Uluslararası Koruma Kapsamında Bulunan Afganistan Uyruklu Yabancıların Gelecek Beklentileri: Nevşehir İli Örneği
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
There has been more than one migration movement in the history of Türkiye. However, the most comprehensive one of these movements was experienced after the events of the Arab Spring in Syria, which is border neighbor of Türkiye, in 2011. Even though Syrian migrants are more on the agenda of the country due to their numbers, immigration from Afghanistan to Türkiye, especially in recent years, is also noteworthy. In this context, it is one of the important issues that should be researched and addressed. By asking about Syrians in public, “Will they return to their country?”, this study was conducted in response to the question of whether foreigners of Afghanistan nationality will return to their countries or what their expectations are for the future. As a result of the study, it was understood that the majority of the participants left their countries for security and economic reasons. When we look at the country where the participants want to live in the future, although they are happy to live in Türkiye. It has been understood that the desire to obtain citizenship from countries in Europe, the USA, Canada, etc. and to live in these countries is higher.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.015 | 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 it