Bibliographic record
Abstract
L’ancien royaume de Murcie occupe le centre de l’Espagne aride. Les activités agraires y reposent essentiellement sur l’irrigation, dont les infrastructures se développent depuis la reprise du xvie siècle. Plutôt que les modalités physiques selon lesquelles s’opère la répartition des ressources hydriques, ce texte examine le cadre juridique, politique et social du partage de l’eau ainsi que son évolution. Hors des vallées des principales rivières la propriété de l’eau est en général séparée de celle de la terre, bien qu’il existe des formules intermédiaires. Or, au cours de l’époque moderne on constate une concentration des droits hydrauliques encore plus marquée que celle de la propriété foncière. Les autorités politiques locales voient restreindre leur pouvoir de décision face aux associations d’irrigants et aux lobbies des « maîtres » de l’eau. L’atomisation de la gestion des ressources freine le passage à la grande hydraulique qu’exige la poursuite des progrès agricoles.
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 | 0.002 |
| 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 | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.019 | 0.002 |
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".