La Disputa sobre la demarcación de la reserva Raposa Serra do Sol: ¿Una cuestión de derechos indígenas constitucionales o de soberanía nacional?
Bibliographic record
Abstract
A pesar del gran número de comunidades indígenas que habitan las regiones brasileñas, los derechos indígenas nunca han sido clasificados como un asunto de prioridad para el país. Utilizando los conflictos más recientes que evolucionaron de la demarcación de la tierra que constituye la Raposa Serra do Sol en Roraima, este artículo analiza la demarcación de las tierras indígenas en Brasil y la interconexión de la institución de la demarcación con aspectos de constitucionalidad, tales como soberanía del país y su defensa nacional. Los derechos indígenas deben ser asegurados, aunque la seguridad del país y su soberanía no deben ser ignoradas.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.006 | 0.011 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".