Les représentations des mangroves de Mayotte dans la littérature francophone : approche géocritique dans le cadre du projet interdisciplinaire ARESMA
Bibliographic record
Abstract
Cet article propose une analyse géocritique des mangroves mahoraises dans la littérature francophone, dans le cadre du projet interdisciplinaire Fondation de France ARESMA (Agir pour la Résilience des Systèmes socio-écologiques de Mangroves de Mayotte). On croise les représentations endogènes, exogènes et allogènes de ces forêts menacées pour mieux en comprendre les pratiques et les imaginaires contrastés (locus horribilis, mirabilis ou duplex) et en débattre. La géocritique postulant en l’existence d’interactions entre les lieux référentiels et leurs représentations dans les textes, cette analyse multifocale aura quelque chance d’effet sur la réalité des pratiques (déconstruction des représentations simplistes et reconstruction d’autres plus élaborées).
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".