Revalorizando los recursos de la biodiversidad de la Chiquitania boliviana: una mirada científica hacia el fortalecimiento de las comunidades locales
Bibliographic record
Abstract
La biodiversidad boliviana constituye una de las mayores riquezas del país y una oportunidad estratégica para el desarrollo sostenible. En este estudio se evaluó el contenido de compuestos fenólicos y flavonoides en frutos tropicales de la Chiquitania. Los resultados evidenciaron concentraciones variables de bioactivos, destacando la Solanaceae sp. y las cáscaras de varios frutos como las fracciones con mayor potencial antioxidante. Se observó una correlación positiva entre fenoles y flavonoides. Estos hallazgos subrayan la importancia de revalorizar subproductos comúnmente desechados, promover su aprovechamiento y reconocer a la biodiversidad como un patrimonio estratégico para Bolivia.
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.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".