EVALUACIÓN DE HIDROCARBUROS AROMÁTICOS POLICÍCLICOS EN SEDIMENTOS SUPERFICIALES DE LOS ESTEROS EL PAJAL Y CÁNDAMO DE LA BAHÍA DE TUMACO
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
In the present study, the levels of sixteen polycyclic aromatic hydrocarbons (PAH) were determined in superficial sediments collected during three sampling campaigns carried out on May 2005, 14 months after oil spill, on December 2005 and on April 2006, in six stations at the tidelands. The Pajal and Candamo from Tumaco’s Bay, impacted by an oil spill occurred in March 2004. During the period of study the mean values of total PAH showed a decreasing trend, from 190ng/g obtained for the first campaign to 76ng/g for the last, letting to infer a temporal contamination and the area was in auto depuration state by product of petrogenic contamination processes. Finally, the concentrations for each of the PAH were found below the levels of risk established by the Canadian Environmental Quality Standards.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it