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Record W4285593289 · doi:10.15353/cfs-rcea.v9i2.537

Food activism and negotiating the gendered dynamics of public cultures of care

2022· article· en· W4285593289 on OpenAlexvenueno aff
Teresa Lloro-Bidart, Frecia González

Bibliographic record

VenueCanadian Food Studies / La Revue canadienne des études sur l alimentation · 2022
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicOrganic Food and Agriculture
Canadian institutionsnot available
Fundersnot available
KeywordsCommodificationMarketizationSociologyGender studiesFood sovereigntyFood systemsFeminismCare workNegotiationGrassrootsPoliticsIdeologyPolitical scienceWork (physics)Social scienceFood security

Abstract

fetched live from OpenAlex

A growing and significant research literature utilizes feminist frameworks to study relationships with food from a variety of vantage points. In this article, we are especially interested in feminist food sovereignty, feminist political ecology, and feminist theories of care, both because caring labor has been historically undervalued in food systems and because neoliberal modes of commodification and marketization have interpellated activists, scholar-activists, and activist-scholars into new ways of self-care and caring for others. To begin, we provide a brief overview of the places where we work, including the city of Pomona, the Pomona Valley Certified Farmers Market, and the Pomona Community Farmer Alliance (PCFA), a community organization and local activist collective. We then draw on nearly three years of participatory ethnographic work in this community to explore and theorize care work in local food systems activism. Our conceptual framework, framed by feminist food studies and theories of care, illuminates how PCFA members conceive of their own caring work in practice, as well as how they negotiate the complexities of caring for others and self, while being left by the state to do this work. We also explore how activists’ care practices sometimes lay bare structural inequalities and the failure of the state, while also reinforcing and challenging neoliberal ideologies embedded in volunteerism. To conclude, we discuss the gendered implications of our work for food systems research, specifically considering the complementarity of Progressive and Radical approaches to food systems transformation.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.013
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.995
Threshold uncertainty score0.070

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0170.071
Scholarly communication0.0120.009
Open science0.0010.015
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0060.000

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 head0.034
GPT teacher head0.213
Teacher spread0.180 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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

Citations4
Published2022
Admission routes1
Has abstractyes

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