The Business of Food Street Vendors in Bangkok: An Analysis of Economic Performance and Success
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT ABSTRACT This paper presents an analysis of the economic activities of food street vendors in Bangkok. Two central concepts are engaged: first, the idea of success as seen by the vendors themselves and, second, the concept of economic performance as measured in surveys on income, savings, and investment capital. Indicators of success identified by the vendors were explored and statistically tested. Indicators of different levels of success have policy implications with regard to poverty reduction and entrepreneurial development, given Bangkok's economic, social, and cultural characteristics in the age of globalization. RÉSUMÉ L'auteure analyse les activités économiques des vendeurs ambulants de nourriture dans les rues de Bangkok. Elle examine deux grands concepts: premièrement, l'idée de succès selon la perception des vendeurs euxmêmes; deuxièmement, le concept de résultat économique selon les mesures tirées des enquêtes sur le revenu, l'épargne et les dépenses en capital. L'auteure a exploré les indicateurs de succès quubvaient déterminés les vendeurs, puis elle les a soumis à un test statistique. Les divers degrés de succès notés ont une incidence sur les politiques visant à réduire la pauvreté et à déelopper l'entreprenariat, étant donné les caractéristiques économiques, sociales et culturelles de Bangkok dans un contexte de mondialisation.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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