Rediseño de instalación de hidrotransporte para el estudio del crudo cubano mejorado 650 en la Universidad de Moa
Bibliographic record
Abstract
Se realizó el rediseño de la instalación de hidrotransporte a escala experimental perteneciente al laboratorio de hidráulica en la Universidad de Moa, con vista al estudio del manejo de combustibles cubanos pesados como Crudo Mejorado 650. La evaluación del sistema de bombeo realizado en función de la característica reológica del fluido, permitió establecer la presión requerida de descarga de la bomba de 141 metros columna líquida, por debajo de la de diseño propuesta por el fabricante. Otro de los principales resultados fue la propuesta del espesor de aislamiento térmico de lana de vidrio, que permitiría una reducción en las pérdidas de energía de alrededor del 89,56 % en la instalación, además de la propuesta de selección del calentador a utilizar en el tanque del tipo de resistencia eléctrica marca Polimex.
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 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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".