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Record W4395047501 · doi:10.1080/00909882.2024.2327417

Learning mutual aid: food justice public pedagogy and community fridge organizing online

2024· article· en· W4395047501 on OpenAlexaboutno aff
Constance Gordon

Bibliographic record

VenueJournal of Applied Communication Research · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicOrganic Food and Agriculture
Canadian institutionsnot available
Fundersnot available
KeywordsScarcityReflexivitySociologyPublic relationsMutual aidEconomic JusticeImprovisationPolitical scienceSocial scienceLawEconomics

Abstract

fetched live from OpenAlex

This essay analyzes how participants within the community fridge movement use social media to facilitate informal learning and organize improvisational food justice through mutual aid. I offer a qualitative analysis of 20 community fridge Instagram accounts from the US and Canada over three years, with attention to how they disrupt dominant food charity discourses – scarcity, saviorism, and surveillance – and disclose tensions with sustaining their work such as uneven labor burdens and the limits of online activism alone. As such, these accounts offer entry points into critical reflexivity about neoliberal stigma and learning alternative ways to practice radical care amid compounding crises and conditions of food apartheid. Bringing together research on mutual aid organizing, food justice communication, and public pedagogies online, I offer theoretical and applied insights into the role of mediated public pedagogy in food justice activism and the contingent everyday labor of sustaining decentralized mutual aid.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesResearch integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.691
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.003
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 head0.120
GPT teacher head0.356
Teacher spread0.236 · 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 designNot applicable
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
Published2024
Admission routes1
Has abstractyes

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