Kaser (Karl), Pichler (Robert), Schwandner-Sievers (Stephanie), Hg., Die weite Welt und das Dorf. Albanische Emigration am Ende des 20. Jahrhunderts
Bibliographic record
Abstract
L’émigration est l’une des réalités les plus marquantes de la société albanaise depuis la chute du régime communiste. Entre 1990 et 1998, 16% de la population de l’ex-pays d’Enver Hoxha auraient émigré, temporairement ou non. Aujourd’hui, on avance les chiffres de près de 500 000 migrants albanais en Grèce, de plus de 150 000 en Italie et de plusieurs milliers d’autres en Allemagne, aux Etats-Unis, au Canada, en Belgique, en Turquie ou en France (pour une population de 3 300 000 habitants en ...
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.005 |
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; both teacher heads agree on what is shown here.
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".