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Record W2904913075 · doi:10.1515/9789048536252-011

8. Activating Alternatives in Public Market Trade. The Resilience of Urban Fresh Food Provisioning in Baguio, the Philippines

2018· book-chapter· en· W2904913075 on OpenAlexfundno aff
B. Lynne Milgram

Bibliographic record

VenueAmsterdam University Press eBooks · 2018
Typebook-chapter
Languageen
FieldSocial Sciences
TopicSoutheast Asian Sociopolitical Studies
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaUniversity of the PhilippinesChina Scholarship Council
KeywordsProvisioningResilience (materials science)BusinessEconomicsComputer scienceTelecommunications

Abstract

fetched live from OpenAlex

Throughout the Global South, governments have responded to rapid urban growth by embracing visions of 'modernity' that favour constructing large-scale infrastructure projects (e.g., supermarkets) while discouraging or even destroying what they view as the remnants of 'traditional' entrepreneurial trade (e.g., public marketplaces).Such policies disrupt long-standing livelihoods and provisioning networks on which urbanites have depended for decades.This chapter engages this issue by using the retail vegetable trade in the Baguio City Public Market (BCPM) in the northern Philippines, to argue that marketers innovatively combine public 'advocacy' and under-the-radar 'everyday' politics to sustain the diversity of their urban livelihood options despite the development challenges they face.To protest the Baguio government's 1995 privatization of the public market, marketers launched civil lawsuits and appeals that continue to thwart municipal action today.Given delays in court decisions, marketers simultaneously operationalize social capital networks and everyday politics of 'gray spacing' to achieve short-term gains that secure their enterprises (e.g., expanding displays into market aisles).That BCPM officials allow merchants to pay rent for such market guideline infractions highlights governments' complicity in formalizing informal and illegal practices as urban organizing logics when it is to their advantage.Although Baguio's supermarket sector is expanding, public marketers have developed a complementary rather than singularly competitive relationship with supermarket venues.I argue that BCPM retailers' advocacy materializes how civic engagement

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.

How this classification was reachedexpand

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.849
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.045
GPT teacher head0.257
Teacher spread0.213 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2018
Admission routes1
Has abstractyes

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