Bibliographic record
Abstract
Les Nouvelles routes de la soie, lancées en 2013 par Xi Jinping et renommées Belt and Road Initiative ( bri ) en 2016, ont rénové la politique étrangère de la Chine. Le projet de construction d’infrastructures intercontinentales pour accroître la connectivité internationale de la Chine marque la volonté de Xi de redessiner son voisinage occidental. Les travaux qui décryptent la bri visent principalement à comprendre les arrière-pensées stratégiques du projet. Notre étude analyse la réception de la bri dans cinq pays non occidentaux concernés. En Inde, en Russie, en Indonésie, en Éthiopie et à Djibouti, la bri occupe un rôle central dans le discours politique, qu’il s’agisse d’appropriation ou de résistance. Au-delà des intentions, notre approche réfléchit aux dynamiques sous-jacentes à la nouvelle multipolarité du monde.
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 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".