Potencial da ensilagem de capim-braquiaria com inclusão de farelo de arroz: Revisão
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
Brazil is one of the countries with the highest potential for livestock production, mainly determined by its climatic conditions, vast territory and forage, that are the basis of the diet of ruminants in most production systems in the country. This assumption, an alternative to solve the lack of food during the year is the conservation of surplus grass as silage. However, the high moisture content at the ensilage predispose the growth of undesirable microorganisms, which result in loss of gases and effluents. However, one of the ways to reduce these losses is the addition of coproduct with high hygroscopic and increase the nutritional value and benefits during the fermentation process of preserving forage. Developed this study aiming to evaluate the fermentation characteristics, gas losses and effluent, nutrient recovery, nutritive value, the in situ degradability and fractionation of carbohydrates and protein in silages added hygroscopic additive, as rice meal.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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