O processo de ordenação do território de Jaguariúna [SP, Brasil] a partir da conformação do espaço produtivo nas bacias dos rios Jaguari e Camanducaia
Bibliographic record
Abstract
Jaguarina [SP], located on the edge of river Jaguari, integrates the set of cities classified as hydro-mineral spas known as the "Circuito das guas Paulistas". The occupation of its territory dates from about 9,000 BC, according to archaeological records and pioneers settlers of 18 th century. This research aims to demonstrate the process of Jaguarina territorial management. From the sesmarias, farms were established on the watersheds of Jaguari and Camanducaia rivers, producing sugarcane and after coffee, between nineteenth and twentieth century. Such farms played a relevant role in occupation and territorial management of Jaguarina city, whose peak occurs with the implementation of the "Companhia Mogiana de Estradas de Ferro". Therefore, rivers, coffee farms and railroads are the vectors of territorial management in Jaguarina in the last quarter of the 19 th century. The results of this process are still playing an important role in regional planning, constituting the hydrical, rural and railway Jaguarina's heritage.
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How this classification was reachedexpand
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".