Working intimacies: Migrant beer sellers, surveillance, and intimate labor in Cambodia, Laos, and Thailand
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
Abstract Thousands of rural‐to‐urban migrant women find employment in urban areas of mainland Southeast Asia as beer sellers, beer promoters, and karaoke girls whose duties include selling alcoholic drinks, often on commission, and entertaining clients. Using the label of beer sellers to refer to all of these workers, this paper draws from a sequential mixed‐methods participatory study conducted with migrant beer sellers in Cambodia, Laos, and Thailand to examine beer selling as intimate labor. Deploying emotional, affective, and embodied labor as interactive components of intimate labor, migrant beer sellers as members of the urban precariat are subject to myriad forms of surveillance that operate in concert to inform the parameters of beer selling as an intimate industry, the somato‐social presentation of workers' bodies, and their intercorporeal interactions with clients. Together, they work to reinforce gendered and racialized social hierarchies and the normative social order.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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