Geografía Económica de la Orinoquia
Bibliographic record
Abstract
El objetivo de la presente investigación es estudiar la geografía económica de la región de la Orinoquia, así como su patrón espacial de asentamiento poblacional y uso del suelo. La Orinoquia es una extensa región al sureste de Colombia, que se extiende entre las estribaciones de la cordillera Oriental y la frontera con Venezuela. Para efectos prácticos de este estudio se tomaron los límites de los departamentos de Arauca, Casanare, Meta y Vichada, cuya extensión suma 255 mil kilómetros cuadrados, esto es, cerca de la cuarta parte del territorio colombiano. Tradicionalmente su economía giró en torno a la ganadería extensiva, pero en las últimas décadas, su modelo económico se amplió a la explotación de petróleo y al monocultivo de la palma de aceite principalmente. Ante la inminente disminución de los yacimientos petroleros, es recomendable que estos departamentos diversifiquen su economía, utilicen adecuadamente sus regalías y aumenten la eficiencia del gasto y del ahorro. Así mismo, se debe hacer un mayor esfuerzo fiscal en su jurisdicción, para mitigar el efecto de la caída en las regalías.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 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; 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".