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Record W2162853934 · doi:10.1177/0169796x1102700403

Reconfiguring Space, Mobilizing Livelihood Street Vending, Legality, and Work in the Philippines

2011· article· en· W2162853934 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Developing Societies · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicPhilippine History and Culture
Canadian institutionsOntario College of Art and Design
FundersChina Scholarship Council
KeywordsInformal sectorLivelihoodPrinciple of legalityPoliticsEconomic growthLiberalizationPrivate sectorBusinessEconomyPolitical scienceEconomicsAgricultureLawGeography

Abstract

fetched live from OpenAlex

In the Philippines, the liberalization of the country's economy has meant increasing rural to urban migration and dramatic growth in informal sector trade. Women, in particular, building on their historical roles as the country's primary public and regional market traders, have made Philippine city streets their new business venue for itinerant, but viable work selling different goods: fresh produce, manufactured goods, cooked food – gendered occupations common throughout Southeast Asia. That their livelihood enterprises occur within public spaces not customarily used for commercial activities, means that such trades raise questions about who has access to and rights over such street spaces. Focusing on the growing street economy in Baguio City, the industrialized and administrative center of the northern Philippines, this article argues that female street vendors, through their livelihoods, unsettle essentialist categories such as informal/formal work, appropriate space use, and legal/illegal practice. Many of these women may appear unprepared for labor organizing, as few have the financial resources or the training they need to protect their rights. Yet, by organizing themselves into vendor associations, using letter writing campaigns and assuming innovative leadership positions, vendors successfully protested the 2007 Baguio City bylaws banning street trade in the central business district. The concessions these women won on selected laws enabled them to capture urban spaces consolidating their access to livelihood despite the constraints they face and the differences among street-based groups. Recognizing such gendered place-based politics makes nuanced analyses of Baguio City's street vendors important to policy makers and social scientists seeking to understand how vendors’ actions may contribute to informed renegotiations of rights to integral work.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.434
Threshold uncertainty score0.424

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.077
GPT teacher head0.291
Teacher spread0.215 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it