Projecte de construcció de l'accès a la nova urbanització de Ruda, al terme municipal de Naut Aran
Bibliographic record
Abstract
L’objecte d’aquest projecte constructiu és redefinir i valorar les obres que comprenen els treballs corresponents a la construcció de la infraestructura viària i el condicionament dels seus terrenys contigus per al desenvolupament de l’àmbit de la nova urbanització de Ruda, d’acord amb el planejament urbanístic de Naut Aran. El terme municipal de Naut Aran es troba en el sector de llevant de la Val d’Aran, al nod-oest de Catalunya. Administrativament la vall està dividida en tres zones: Naut Aran, Mig Aran i Baix Aran.Aquest projecte defineix un vial amb origen en una rotonda al PK 36+910 de la C-28, i amb final al PK 37-670 de la mateixa carretera comarcal. El projecte recull tots els elements necessaris per la implantació d’aquest vial integrant-lo al màxim a l’entorn.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.027 | 0.005 |
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".