Paradiplomatie identitaire et diplomatie en Belgique fédérale: le cas de la Flandre
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
Federal states like Belgium operate under conflicting pressures in the conduct of their international relations: centralizing pressures, on the one hand, imposed by the necessity of speaking with a single voice in order to forge a coherent international policy and decentralizing pressures, on the other, because globalization stimulates a qualitative and quantitative extension of the internal and international roles of substate players, mainly through the international deployment of substate paradiplomacy. This centralization of external affairs and the centrifugal forces introduced by globalization cause problems in this type of system, in which substate entities have numerous fields of jurisdiction. This new phenomenon is not without its risks because it leads to disorder and conflict. In many countries, the development of paradiplomacy by the substate actors creates conflict with the central government. The impression is created that the federal and the substate authorities are condemned to fight a zero-sum struggle for access to the international system, the former seeking to prevent the latter from playing a role in the development of foreign policy and to limit all international action by them. The case of Belgium is of particular interest since its substate entities are the most dynamic regions in the world in international relations. The objective of this article is to evaluate the impact of the Flemish identity paradiplomacy on the foreign policy of the federal state.
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 | 0.002 | 0.003 |
| 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 | 0.001 | 0.002 |
| 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