The administrative division of the Greater Region SaarLorLux
Bibliographic record
Abstract
Le découpage administratif de la Grande Région (2008 : 65 398 km², 11,4 mio. habitants) n’est pas homogène. Les différents secteurs de la Grande Région ont des statuts différents : Le Grand-duché de Luxembourg est un Etat souverain, la Wallonie est une région de la Belgique, la Lorraine était jusqu'au fin 2015 une des 26 régions de la France, est dès 1.10.2016 part de la nouvelle région Grand Est, la Rhénanie-Palatinat et la Sarre sont des Länder allemands. La taille et le nombre d’habitants des communes ainsi que leurs compétences diffèrent nettement les unes des autres, notamment du fait qu’aucune réforme communale n’a eu lieu en France, mais aussi en raison des différentes structures politiques et économiques.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.003 |
| 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; 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".