The U.S. Policy towards Southeast Asia: from Barack Obama to Joe Biden
Bibliographic record
Abstract
The Southeast Asia region is of great geopolitical, economic and strategic importance for both Asia-Pacific region and worldwide. It also plays its part in the confrontation between the US and China, where each power seeks to strengthen its influence. The PRC boasts being geographically close having deep historical and cultural ties with the Southeast Asian countries, and actively interacts with Southeast Asia in trade and investment. The US is also actively investing and maintains close security ties with the region. Understanding the importance of building partnerships with Southeast Asian countries, each American administration in the 21st century sought to offer its own approach to interaction with this region. The article examines the policy of three administrations: B. Obama, D. Trump and J. Biden. The author concludes that over time, the United States is increasingly focusing on confrontation with China and does not consider interaction with Southeast Asia as an end in itself. Countries such as Vietnam and the Philippines have the potential to significantly strengthen their relationship with the United States.
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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 | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".