Heaven on Earth? The development of tourism in the Dogon Country and the Hombori Mountains (Mali)
Bibliographic record
Abstract
Cet article étudie le développement touristique inégal de deux destinations touristiques du Mali: le Pays Dogon, un must du marché touristique ouest-africain, et les Monts Hombori, considérés comme un « paradis sur Terre » en raison de leur exceptionnelle biodiversité. En s’appuyant sur les travaux de Butler (1980), nos travaux suggèrent que ces lieux touristiques se situent à des stades très différents de leur cycle de vie touristique. Au Pays Dogon, l’intérêt constant manifesté par les anthropologues depuis les années 1930 a conduit au classement du site au Patrimoine de l’Humanité. Rien de tel à Hombori, où les amateurs de tourisme de montagne contemporains peuvent être considérés comme les pionniers de cette destination.
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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 | 0.003 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".