Uso y disfrute del agua en la Villa Romana de Puente de La Olmilla (Albaladejo, Ciudad Real) : el aprovechamiento hídrico en el mundo romano
Bibliographic record
Abstract
El abastecimiento hídrico de esta villa se proveía mediante varios conductos cerámicos, parcialmente descubiertos. El agua, procedente de un arroyo cercano, era conducida hasta el patio a través de una canalización subterránea doble localizada en la zona oriental, teniendo como finalidad servir para el regadío y, tal vez, también el desagüe de un posible jardín. Otra conducción fue descubierta en el sector septentrional de la villa.The hydraulic supply in this villa was distributed by different ceramics conductions. The water was conducted from a near stream to the courtyard by a double subterranean canalisation situated in the oriental side. These facilities had both an irrigating and, probably, a draining function, for the garden. Other conduction was found in the north side of the villa.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.006 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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".