Entre rios, veredas e igarapés: notas sobre a autoprodução amazônica do lavrado
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
River basins are an omnipresent reference in human civilization history, preceding any socially built conflicts. This work investigates self-production in Boa Vista from the perspective of the social production of space, aiming to legitimize its history and weaken theoretical devices that condemn alternatives to the capitalist production of cities. Based on the critical application of concepts and discussions highlighted in classical bibliographies and on local research dedicated to the production of space in Boa Vista, an analysis and review of historical events is carried out highlighting the manipulation operated by the modern project of cities in BoaVista and its distance from the natural site.Field visits and photographic records in self-produced settlements related to urban waters around the city are made.It is expected to contribute to the field of urban studies, listing the Amazonian potential and urban self-production in the transformation of the relationship between city and nature.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.026 | 0.070 |
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