Globalizing regional development in East Asia : production networks, clusters, and entrepreneurship
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
1. Globalizing Regional Development in East Asia: Production Networks, Clusters, and Entrepreneurship - Henry Wai-chung Yeung 2. Situating Regional Development in the Competitive Dynamics of Global Production Networks: An East Asian Perspective - Henry Wai-chung Yeung (National University of Singapore) Part One: Global production networks and regional development 3. Revisiting the Silicon Island? The Geographically Varied in the Development of High-technology Parks in Taiwan - You-ren Yang, Jinn-yuh Hsu, and Chia-ho Ching (National Taiwan University) 4. Strategic Coupling of Regional Development in Global Production Networks: Redistribution of Taiwan PC Investment from Pearl River Delta to Yangtze River Delta, China - Chun Yang (Chinese University of Hong Kong) 5. Multinationals, Geographical Spillovers and Regional Development in Thailand - Suksawat Sajarattanochote and Jessie P.H. Poon (State University of New York, Buffalo) 6. From Global Production Networks to Global Reproduction Networks: Households, Migration and Regional Development in Cavite, Philippines - Philip F. Kelly (York University, Canada) Part Two: Politics and entrepreneurship in regional development 7. Balanced Development in Globalizing Regional Development? Unpacking the New Regional Policy in South Korea - Yong-Sook Lee (Korea University) 8. Scaling Up Regional Development in Globalizing China: Local Capital Accumulation, Land-Centered Politics, and Reproduction of Space - George C.S. Lin (University of Hong Kong) 9. Globalizing Regional Development in Sunan, China: Does Suzhou Industrial Park Fit a Neo-Marshallian District Model? Dennis Wei, Yuqi Lu, and Wen Chen (University of Utah, USA) 10. Clustering as anti-politics machine? Situating the politics of regional economic development and Malaysia's Multimedia Super Corridor - Josh Lepawsky (Memorial University of Newfoundland, Canada) 11. Entrepreneurship and Regional Culture: The case of Hamamatsu and Kyoto, Japan - Yuko Aoyama (Clark University, USA)
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.
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) | 0.000 | 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 | 0.001 | 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 it