Images affectives et identité urbaine: les séries camerounaises chez les téléspectateurs de Douala
Bibliographic record
Abstract
Douala, la capitale économique du Cameroun, figure parmi les villes les plus complexes d’Afrique, car elle se définit aussi bien par sa créativité que par l’inertie et des barrières physiques et symboliques. Cet article examine l’articulation de ces dynamiques à travers le prisme de la culture populaire. Alors que la plupart des études s’est concentrée sur la réception des médias globaux de la part du public africain, l’auteure analyse l’emprise que les séries télévisées réalisées à Douala ont sur le public de la ville. L’article avance l’hypothèse que la consommation de séries camerounaises implique une sorte de “miroir” qui permet aux habitants de Douala de comprendre leur existence collective et d’ouvrir de nouveaux espaces de collaboration sociale. Le pouvoir “affectif” des images ancrées dans le contexte socio-culturel local joue un rôle clé dans ces dynamiques, car les spectateurs développent un sentiment de communauté en partageant des réactions et des émotions.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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".