Yeoh Seng Guan, ed. <i>The Other Kuala Lumpur: Living in the Shadows of a Globalising Southeast Asian City</i>
Bibliographic record
Abstract
The rapid growth of Asian cities in recent decades, fueled by neoliberal policies, the accelerating production of real estate, and the global circulation of unprecedented amounts of capital, has received a great deal of scholarly attention over the past two decades.Scholarship has focused particularly on the political elites and their urban policies, the command and control centers of global capital, and the movers and shakers who circulate ideas.As a counter to the study of topdown urban processes and urban spectacles, there have been growing calls for empirical studies that examine how "regular" or marginalized urban residents are affected by these sudden urban changes, how they negotiate fragmentary spaces, and the survival strategies they develop in an environment that is hostile to their presence.The Other Kuala Lumpur: Living in the Shadows of a Globalising Southeast Asian City is a valuable contribution to this literature.Edited by Yeoh Seng Guan, the collection seeks to illuminate the Kuala Lumpur beyond its ambitious development agenda and "world-class" aspirations.Eight essays document the lives of residents-both citizens
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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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| 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; 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".