Une prison à ciel ouvert : la question des droits humains dans la Guinée des décennies 1970-1980
Bibliographic record
Abstract
Entre 1958 et 1984, la Guinée est marquée par une période de dictature révolutionnaire. À la tête de celle-ci se trouve Ahmed Sékou Touré, appuyé par le Parti Démocratique de Guinée (PDG). Le régime révolutionnaire use de violence et de coercition envers l’ensemble des Guinéens, mais surtout ceux qu’il perçoit comme ses ennemis. À la suite du débarquement des Portugais en Guinée en novembre 1970, il y a une radicalisation de la répression. Alors que la Guinée semble cloisonnée du fait de la scission avec la France, la communauté internationale sait peu de choses sur ce qui se passe en Guinée. Cette situation va cependant évoluer à partir de 1970 qui marque un tournant répressif suite au débarquement des Portugais jusqu’au début des années 1980 pour inclure les premiers témoignages de victimes.
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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 | 0.000 | 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 | 0.005 | 0.006 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".