Building Intellectual Property Management Capacity in Public Research Institutions in Vietnam: Current Needs and Future Directions
Bibliographic record
Abstract
Rights (TRIPS) is an international treaty, enacted in 1995, that binds all member nations of the World Trade Organization (WTO) to a standard level of intellectual property regulation. 1 Article 27(1) requires all member nations to provide for patents "for all inventions, whether products or processes, in all fields of technology". 2Plants and animals, but not microorganisms, may be excluded from patentability under Article 27(3)(b). 3 Developing countries were given longer transition periods to implement the necessary changes to their laws and enforcement systems since many aspects of the TRIPS system were a "considerable novelty" in countries not accustomed to implementing such broad and stringent levels of IP protection. 4 Agricultural innovations may fall under a wide variety of IP protection methods covered by TRIPS, ranging from patents, copyrights, and trademarks to trade secrets.Plant innovations, by contrast, are covered primarily by patents, sui generis protection, or a combination thereof, as mandated by TRIPS. 5 Patents on plants, or inventions directed to plants or plant products, are allowed in the United States and under more limited conditions in the European Union, Canada, Australia, and Japan. 6eveloping countries use only sui generis
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.009 | 0.011 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".