Intergenerational Transmission and Integration of Repatriate Families from the Former Soviet Union in Germany
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 article provides the reader with dimensions of the meaning of living of migrant population in Vienna in discussing the structural components, the background of migration and the strategies to adapt to the new situation. It is quite obvious that migrant population under research in Vienna, which comes from southern European countries, mainly from Serbia, Bosnia and Turkey are living in substandard conditions, conditions which are often lower than they had in their home country. The way of dealing with that situation is influenced by the migration process where we identified three dimensions- a) From house to an apartment, b) From rural community to urban individuality and c) Home as a knot of family relations. The reactions to the new situation have been found to be mainly investment in the apartment, extending the flat to the public sphere and living in virtual contact with the country of origin. This leads us to the conclusion that the main problem in dealing with the housing situation is the “ambivalence of significant symbols” meaning different interpretation of the structural conditions of different populations.
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) | 0.000 | 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