The Existential Struggle of Second-Generation Turkish Immigrants in Kreuzberg
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
The second generation of Turks to migrate to Germany played a crucial role in recasting the migration experience of the 1960s into a unique diasporic culture. This research, which takes the Kreuzberg district of Berlin as a center of the Turkish diaspora’s ongoing maneuvering for existence, shows how in various stages of migration history, the second generation’s narratives transect the quarter’s own sociopolitical history and spatiotemporal change. It notes three crossroads. The first is when the Turkish diaspora stakes a claim as an independent power within hobohemia. The second is when a political, oppositional momentum is activated among the diaspora. The third crossroads, comprising the first 10 years after the fall of the Wall, is the stage where the district comes under the influence of neoliberalism and becomes just “bohemia.” This research shows how Turkish immigrants have been positioned at a crossroads where the “hobo” character of the quarter evolved into a bohemia.
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 | 0.000 | 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) | 0.000 | 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 it