L'espace montagnard comme objet de consommation. Les Pyrénées à l'époque globale
Bibliographic record
Abstract
Au fil de ces pages, nous réfléchissons au processus de transformation des Pyrénées catalanes de zone périphérique et en déclin économique en centre touristique de qualité. La spéculation immobilière a remplacé le dépeuplement. La valeur économique et sociale du territoire a radicalement changé, la promotion des activités d’élevage peu rentables ayant cédé la place aux stations touristiques et aux parcs. Cet article analyse le processus de marchandisation et de patrimonialisation qui a réintégré la région sur les marchés de loisirs nationaux et internationaux en prêtant une attention particulière au rôle des pratiques de conservation, des stations de ski et des résidences secondaires. Enfin, nous tentons d’identifier les similitudes et les différences qui caractérisent les deux modèles touristiques émergents : le tourisme de masse contre l’écotourisme à l’échelle locale.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 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".