Paper Industry Of Vietnam: Export, Import And Ways Of Sustainable Development
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
In the first half of 2019 paper and paper products export turnover slightly decreased in the paper industry of Vietnam compared to the same period in 2018. Vietnam exports paper and paper products mainly to the countries of Southeast Asia, the share of exports to this market is 30.1 %. Paper-producing enterprises operate stably, but experience difficulties due to price fluctuations and competition from countries in the region. A slight increase in the price of raw materials and chemicals used in the industry in the first quarter of 2019 led to an increase in paper prices. Therefore, in the near future, for the stable development of the paper industry in Vietnam it is necessary to adopt a new legal framework for the implementation of opportunities within the industry. Although enterprises rely on their own strength, the development of wood raw material zones and the development of production require a legal framework and assistance in forest planting and technological development of production, ensuring the provision of high quality products and environmental protection.
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) | 0.000 | 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