New directions in Asia-Pacific economic integration
Bibliographic record
Abstract
China National Committee for Pacific Economic Cooperation (CNCPEC)The China National Committee for Pacific Economic Cooperation is a national organization established in 1986 in accordance with the PECC Charter, which comprises tripartite representatives from government, business and industry, academic and other intellectual circles, all participating in their private capacities.The objective of the National Committee is to seek and promote economic cooperation and prosperity within the Pacific region.The CNCPEC secretariat is located in Beijing at the China Institute for International Studies.United States Asia Pacific Council (USAPC) A network of private American citizens, the United States Asia Pacific Council promotes the constructive engagement of the United States with the Asia-Pacific region.An East-West Center-sponsored and administered program, established with the encouragement of the Department of State, the Council provides the framework for US engagement in the Pacific Economic Cooperation Council. East-West CenterThe East-West Center promotes better relations and understanding among the people and nations of the United States, Asia, and the Pacific through cooperative study, research, and dialogue.Established by the US Congress in 1960, the Center serves as a resource for information and analysis on critical issues of common concern, bringing people together to exchange views, build expertise, and develop policy options.The Center has research, residential, and conference facilities in Honolulu, and a Washington, DC, office that focuses on preparing the United States for an era of growing Asia Pacific prominence.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.009 | 0.011 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.004 | 0.008 |
| Insufficient payload (model declined to judge) | 0.065 | 0.005 |
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 source (direct Gemma or distilled Codex), 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".