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Record W2799293608 · doi:10.1111/geoj.12251

“I was purchasing it; it wasn't given to me”: Food project patronage and the geography of dignity work

2018· article· en· W2799293608 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueGeographical Journal · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicGeographies of human-animal interactions
Canadian institutionsQuest University Canada
Fundersnot available
KeywordsDignityPoliticsSociologyPurchasingPromotion (chess)Work (physics)Public relationsEnvironmental ethicsMarketingPolitical scienceBusinessLawEngineering

Abstract

fetched live from OpenAlex

In response to food access challenges, local organisers are developing community food projects (CFPs) such as good food box programmes, mobile food vending, and non‐profit grocery stores, which (re)introduce affordable retail food options into under‐served communities. This paper explores the patronage of such retail‐based CFPs as dignity work. Whereas Jacobson (e.g., 2009a) elaborates a typology of social processes through which people undertake dignity promotion, this paper re‐examines such processes as personal politics of space. I argue that CFP patronage entails the strategic creation and destruction of physical and symbolic space in order to bring oneself in proximity to, or distance oneself from, morally un/desirable qualities and ways of being. Empirical evidence supporting this interpretation is drawn from mixed methods data collected from patrons and organisers of a Good Food Box programme in south‐eastern Ontario, Canada. The paper concludes with recommendations for supporting food projects’ role in protecting, promoting, and restoring their patrons’ dignity. It also encourages researchers to engage further with geographical imaginaries to theorise the spatiality of dignity work, building on its relevance to boundary processes, feminist care ethics, and “in the meantime” politics.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.244
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0030.003
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.031
GPT teacher head0.323
Teacher spread0.292 · 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