Bibliographic record
Abstract
La République centrafricaine (RCA) est politiquement instable depuis son indépendance en 1960. Différents coups d’État se sont succédés dont le plus récent date de mars 2013. Du régime autoritaire de David Dacko en 1960, à celui de François Bozizé en 2013, la RCA vit une instabilité politique chronique. Le dernier coup d’État en RCA a plongé le pays dans une nouvelle crise et un niveau de violence qui n’a jamais été atteint auparavant. La question se pose de savoir quels sont les facteurs qui expliquent le déclenchement de la guerre civile en mars 2013 en République Centrafricaine. Au-delà des systèmes et des structures, ce travail replace les élites au coeur du débat et avance que leur rôle est décisif pour surmonter les crises. Ce travail avance qu’il faille associer le faible degré d’assimilation des élites politiques avec le faible leadership du président qui a pris le pouvoir par coup d’État en mars 2013 pour expliquer en partie la guerre civile en 2013.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 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; a candidate call from one source (direct Gemma or distilled Codex), 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".