The Role of Immigration as a Social Network on Shaping Entrepreneurship Tendency: A Research on Balkan Immigrant Entrepreneurs in Turkey
Bibliographic record
Abstract
The main purpose of the current study is to explain immigration concept and the effects of social networks occurring in the grounds of immigration on the entrepreneurship tendencies of immigrant entrepreneurs especially for the sampling of Balkan immigrant entrepreneurs. Keeping this main purpose in mind, interviews were made with 17 Balkan immigrant entrepreneurs. First of all, the data obtained from this research show that social networks occurring in the grounds of immigration are used by immigrant entrepreneurs in a specific way for forming work conception, providing necessary information and support to set up business, supplying with required finance and choosing the staff. Besides, the results of this research display that Balkan immigrant entrepreneurs living in Turkey would rather make use of group dynamics and sources on the basis of individual pragmatism than keep and protect them as a closed social network. Key words: I m m i g r a n t s ; I m m i g r a t i o n entrepreneurship; Social networks; Balkan immigrants
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.
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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".