Nitrite Level and Rehydration Capacity of Edible Bird’s Nest Heated at Commercial Sterilization Temperature
Bibliographic record
Abstract
E dible bird's nest (EBN) is a food commodity of animal origin with high economic value. Indonesia is the largest producer and exporter of EBN in the world, which produces 85% of EBN, followed by Malaysia at 13% and other countries, such as Thailand, Vietnam, the Philippines, and the People's Republic of China (PRC) According to Indonesian Quarantine Full Automation System (IQFAST) data for 2022, Indonesia exported 1502.289 tons of EBN to several main destination countries, like Hong Kong, the People's Republic of China, Vietnam, Malaysia, Singapore, the United States, Macau, Taiwan, Australia, and Canada. This number increased by 13.24% from 2021, which amounted to 1324.696 tons (IAQA, 2023).
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".