Urban Renewal, Rehabilitation, and Remodelling of Santiago, Chile
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
We study the history of the changes in Santiago, Chile, between 1780 and 1880 to verify the stages of urban renewal and the role of state and private investment in the processes. We find that before 1780 the dominant characteristic is conservation, i.e., repair or rebuilding of existing stock of buildings. Between 1780 and 1880 the stages were habilitation, rehabilitation, and remodelling of buildings and spaces for optimum use of urban land. Involved also were more intensive use and the creation of better and more expeditious communication to knit the various quarters of the city together and to provide communication with surrounding entities, such as the port and centres of supply. These stages and developments may follow each other but also may occur in superimposed rhythm. In the earlier years, state investment in new infrastructure is paramount; that investment, in turn, leads both to the development of new quarters and the entrance of private investors who profit from the unearned increment brought about by the state investment.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.001 | 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