Freedom FM au Cameroun entre chimère et rêve brisé. Le flou juridique au service du verrouillage de l’entrepreneuriat radiophonique camerounais
Bibliographic record
Abstract
Cette recherche analyse les procédés de contrôle et de verrouillage de l’entrepreneuriat médiatique au Cameroun. À partir du cas Freedom FM de Pius Njawé, elle démontre qu’en fonction du positionnement et de la liberté de ton, le pouvoir politique officiel peut décider ou non de la création d’un média ou du retrait de la licence d’exploitation à un promoteur, parfois au mépris de la règlementation déjà en vigueur. Cette réflexion scientifique met en évidence comment le pouvoir se sert parallèlement et astucieusement du droit afin d’encadrer et bloquer la naissance de médias hostiles. Elle s’inscrit dans l’approche socio-politique et juridique des médias audiovisuels notamment de la radio en contexte camerounais.
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 | 0.003 | 0.006 |
| 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 | 0.004 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.019 | 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".