La liaison ferroviaire Chine-Kirghizstan-Ouzbékistan : un tortueux chemin
Bibliographic record
Abstract
Conçu depuis 1996, le projet de construction du chemin de fer Chine-Kirghizstan-Ouzbékistan, reliant l’Ouest du Xinjiang à l’Asie centrale via le Kirghizstan, reste encore en suspens. Malgré l’importance de cette connexion ferroviaire pour les pays concernés et les demandes massives d’infrastructures en Asie centrale, des désaccords fondamentaux, comme le tracé de la ligne au Kirghizstan, le montage financier et l’écartement des voies, freinent l’avancée du projet. Or cette liaison ferroviaire est stratégique pour la Chine dans ses projets de développement d’interconnexions vers le Moyen-Orient d’une part, et afin de fluidifier les flux de marchandises d’autre part.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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; a candidate call from one teacher head, not a consensus.
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".