Bibliographic record
Abstract
Review of: Michael D. Barr and Zlatko Skrbis, Constructing Singapore; Elitism, ethnicity and the nation-building project. Copenhagen: NIAS Press, 2008, xiii + 304 pp. ISBN 978877694028, price GBP 50.00 (hardback); 9788776940294, GBP 16.99 (paperback). Marleen Dieleman, The rhythm of strategy; A corporate biography of the Salim Group of Indonesia. Amsterdam: Amsterdam University Press, 2007, 205 pp. [ICAS Publications Series, Monograph 1.] ISBN 9789053560334. Price: EUR 29.50 (paperback). Kristina Goransson, The binding tie; Chinese intergenerational relations in modern Singapore. Honolulu: University of Hawai’i Press, 2009, x + 191 pp. ISBN 9780824832599, price USD 57.00 (hardback); 9780824833527, USD 26.00 (paperback). Chang-Yau Hoon, Chinese identity in post-Suharto Indonesia; Culture, politics and media. Brighton: Sussex Academic Press, 2008, xi + 230 pp. ISBN 9781845192686. Price: GBP 49.95 (hardback). Leo Suryadinata, Understanding the ethnic Chinese in Southeast Asia. Singapore: Institute of Southeast Asian Studies, 2007, x + 310 pp. ISBN 9789812304377. Price: USD 21.90 (paperback). Sikko Visscher, The business of politics and ethnicity; A history of the Singapore Chinese Chamber of Commerce and Industry. Singapore: NUS Press, 2007, xviii + 372 pp. ISBN 97899713657. Price: USD 32.00 (paperback). Voon Phin Keong (ed.), Malaysian Chinese and nation-building; Before Merdeka and fifty years after. Vol. 2. Kuala Lumpur: Centre for Malaysian Chinese Studies, 2008. ISBN 9789833808066 (hardback); 9789833908059 (paperback).
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 | 0.006 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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; 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".