Singapore’s Little Vietnam as a heterosexual quarter within the hierarchical ordering of space
Bibliographic record
Abstract
The aim of this paper is to look at the social and cultural geography of Joo Chiat Road, aka Little Vietnam, in postcolonial Singapore and assess its effectiveness as a subaltern cultural space. In one way, it is low in the hierarchical ordering of space, as a long cross street between two popular shopping areas at each end. Joo Chiat Road might be perceived as an urban village, with its upper-middle-class residential streets on either side suffering a disconnect with the large number of Vietnamese hostess pubs and cafes on the road itself. It may be seen as a “heterosexual quarter,” but of a type where the lifestyle proclivities of the hostess pub participants are seen as marking them out as a strange and deviant “species,” which must be kept behind closed doors. In the case of the hostesses, they are also marked out as different on the grounds of race/ethnicity.
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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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".