Economic and Strategic Determinants of The Trans-Pacific Partnership
Bibliographic record
Abstract
This article provides an economic and political analysis of the past and current state of the Trans-Pacific Partnership (TPP) project. The TPP talks, which have been ongoing since March 2010 and now involve 12 nations (Australia, Brunei, Canada, Chile, Japan, Malaysia, Mexico, New Zealand, Peru, Singapore, the United States, and Vietnam), are aimed at lowering trade barriers across a much wider range of sectors than classical preferential trade agreements. Namely, it aims at not only removing tariffs on goods and services, but would also cover labor and the environment, intellectual property, government procurement and state- -owned enterprises. The latter are forced by the US as the cornerstone of the Obama Administration’s economic policy in the Asia Pacific. TPP is thus a vital part of a plan known as ‘Asia Pivot’ strategy and represents American attempts to re-engage Asia. If completed, TPP agreement could serve as a template for a future trade pact among 21 members of Asia-Pacific Economic Cooperation regional group.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".