ACELERÓMETROS MEMS EN EL DESARROLLO DE POZOS Y CAMPOS PETROLEROS INTELIGENTES
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
Sensores instaladosen los pozos permiten un monitoreo continuo de los mismos y de todo un campo productor, pero su costo limita su aplicación en campos maduros,donde la producción es baja y el presupuesto limitado. Sensores tipo MEMS, podrían ser utilizados a una pequeña fracción del costo de otro tipo de sensores. Se muestran los resultados de la utilización del acelerómetro MMA7361L de Freescale TM, con el fin de obtener la posición instantánea de un sistema de bombeo mecánico. La posicióninstantánea de la barra pulida es una de las variables físicas importantes, para obtenerel dinagrama de fondo de pozo,a partir del cual se puede identificar la falla presente en el sistema de bombeo.
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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.008 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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 it