Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Resum: En un moment en qu Catalunya i, sobretot, la regi metropolitana de Barcelona, experimenta un procs d'ocupaci del territori sense precedents, s especialment important avanar en l'estudi dels possibles connectors existents, el seu reconeixement i la seva delimitaci en el planejament territorial.El 13 de juliol de 2004 es va signar i fer pblic el Manifest de Sant Celoni pel reconeixement de les vies verdes del Valls.En aquest manifest es demana, entre altres mesures, el reconeixement i la delimitaci en el planejament territorial de 7 grans vies verdes: Obac-Olorda, Sant Lloren-Collserola, Farell-Marina, Gallifa-Gallecs, Tagamanent Cllecs, Calma-Corredor, Montseny-Montnegre.Totes aquestes vies exerceixen funcions de connexi ecolgica i paisatgstica entre les serralades Litoral i Prelitoral i, juntament amb altres espais menys urbanitzats que hi ha al peu de la serralada Prelitoral, integren el sistema d'espais oberts del Valls.Aquesta ponncia presenta, en primer lloc, el marc conceptual on s'inscriu el concepte via verda.En segon lloc, explica els principals antecedents en relaci amb les vies verdes del Valls que apareixen en el Manifest de Sant Celoni, i, finalment l'encaix de les vies verdes del Valls en el planejament territorial de la regi metropolitana de Barcelona, aix com les principals lnies estratgiques que es podrien seguir per convertir-les en una realitat.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it