Bibliographic record
Abstract
Résumé L’OTAN a connu des changements majeurs pour s’adapter aux nouveaux enjeux sécuritaires mondiaux issus de la fin de la guerre froide. L’Alliance a étendu sa compétence géographique, devenant une alliance militaire mondiale. Afin de faire face aux menaces sécuritaires en Méditerranée et au Moyen-Orient, l’OTAN a lancé le Partenariat méditerranéen de l’OTAN (PMO) et l’Initiative de coopération d’Istanbul (ICI). Or, le développement de ces deux partenariats se heurte à la spécificité de la conflictualité régionale, aux intérêts divergents des Alliés, au conflit israélo-arabe et à la mauvaise image de l’OTAN dans le monde arabe. L’approfondissement du rôle de l’OTAN dans la région nécessite que l’Alliance se dote d’un support politique visant à dénouer les conflits régionaux et réévalue les mécanismes de coopération.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".