Penyertaan Malaysia dalam perjanjian berkaitan kemapanan dan menangani bencana alam sekitar dalam pelbagai hala
Bibliographic record
Abstract
Malaysia's participation in the various agreements relating to sustainability and addressing environmental disaster is a very good effort. For example, the Montreal Protocol is an agreement that has managed to gain international cooperation involving almost all countries in the world in addressing the global problem of ozone depletion that threaten human habitats and the global environment.Malaysia is one country in the world that is so active on the world stage in the realization of the desire to preserve the environment by adopting Multilateral Environmental Agreements (MEAs) at the national level. In addition, Malaysia is also active in the cooperation to deal with environmental disasters at international level for the benefit and safety of the world's population.These efforts show the role that Malaysia is committed in ensuring environmental sustainability and addressing environmental disasters that often occur within its boundaries.Malaysia's commitment and dedication in various efforts should be emulated by other countries of the world for the welfare of mankind.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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; both teacher heads agree on what is shown here.
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".