A Study of Ecological Corridors in Two Quarters of Lima: Chorrillos and Villa El Salvador
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
The city of Lima does not have enough green areas. The origin and the aim of the green areas and parks is diverse, in this way we can identify a profile and propose a typology for parks. The tree species and their distribution have a correspondence with the decade their creation. Two spaces—one in the quarter of Chorrillos and the other in Villa El Salvador—have been analyzed. The distribution of the green areas and quality of the parks has been defined. The existence and distribution of the ecological corridors will be described in the correspondent study areas. The proposal of a new ecological corridor that will be used as a connection for the bird life will be presented for the quarter of Chorrillos. Finally, new ecological corridors will by proposed for the Chorrillos quarter. A park will be implemented as a corridor for the quarter of Villa El Salvador.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it