Análisis comparativo de las caracterÃsticas fisicoquÃmicas de la cascarilla de arroz.
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
En este estudio se hace un analisis comparativo de las principales propiedades fisicoquimicas de la cascarilla de arroz obtenida por investigaciones realizadas en las universidades de Canada, California, RP China y de Ibague Colombia, como punto de partida para la realizacion del proyecto de transformacion de la biomasa arrocera en energia electrica y termica. Se concluye que existe una igualdad entre los rengos de las caracteristicas fisicoquimicas de la cascarilla de arroz para regiones tan distantes y diferentes como China, Canada, Estados Unidos y Colombia; y que en ellas las temperaturas de oxidacion alcanzada es del orden de 1200K, liberando alrededor del 67% del valor calorico en la etapa dominante de la combustion correspondiente a la combustion de los volatiles.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.005 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.005 | 0.002 |
| Research integrity | 0.004 | 0.003 |
| 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 it