Impacto ambiental del polvillo del carbón en la salud en Colombia
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
Colombia es un pais muy biodiverso aunque aun no ha logrado aplicar medidas seguras para salvaguardar esta riqueza natural frente a la explotacion minera, minimizando el impacto ambiental y social sobre la salud. La industria extractiva se precia de cumplir con los mas altos estandares ambientales, sin embargo el gobierno tiene claro que no dispone de una infraestructura de control para hacerlos cumplir. Esto permite establecer que hay una violacion en materia ecologica y seguridad industrial que afecta a los trabajadores mineros y las comunidades adyacentes, sin que haya una politica eficiente al respecto en solucionar esta vulneracion a los derechos humanos. Se trata de presentar aqui una breve sintesis del impacto ambiental sobre la salud debido a la explotacion del carbon y la importancia economica derivada de la exportacion de este mineral. Ademas, se sugiere aplicar el modelo socio-ecologico de la salud de la Carta de OTTAWA (1) en procura de un ecosistema estable y recursos sostenibles: salud del ecosistema.
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 | 0.002 | 0.000 |
| 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 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.006 |
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