Les petites stations thermales des Pyrénées centrales : des investissements privés au service d’une offre thermale de proximité
Bibliographic record
Abstract
Les Pyrénées constituent dès la fin du xviiie siècle et surtout au xixe siècle un espace privilégié pour le développement du thermalisme. Toutefois, comme dans d’autres territoires, l’activité thermale ne s’épanouit pas de manière homogène sur l’ensemble du massif. La partie centrale par exemple se caractérise par un nombre important de petites stations thermales. Les six sites mobilisés dans l’étude (Cadéac et Ferrère dans les Hautes-Pyrénées, Couret et Ganties en Haute-Garonne, Audinac et Sentein en Ariège) montrent que l’évolution de ces stations a été conditionnée par des facteurs multiples, à la fois économiques, sociologiques, géographiques et politiques. L’analyse comparative des trajectoires de ces lieux de cure permet alors de dégager les traits communs au développement de ce type de station.
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 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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".