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Record W4285592050 · doi:10.15353/cfs-rcea.v9i2.534

Reformist, progressive, radical: The case for an inclusive alliance

2022· article· en· W4285592050 on OpenAlexvenueno aff
Janet Poppendieck

Bibliographic record

VenueCanadian Food Studies / La Revue canadienne des études sur l alimentation · 2022
Typearticle
Languageen
FieldHealth Professions
TopicFood Security and Health in Diverse Populations
Canadian institutionsnot available
Fundersnot available
KeywordsAllianceFood securityEconomic JusticeFood systemsPolitical scienceFood sovereigntyState (computer science)Right to foodBusinessPublic administrationPublic relationsLaw

Abstract

fetched live from OpenAlex

Scholars of food regimes and food movements have argued that the capacity of the contemporary food movement to achieve significant change is dependent upon the nature of the alliances formed by the progressive, food justice component of the broader array of food change organizations. They have urged alliances primarily with the more radical food sovereignty branch of the food movement. I argue that in the United States, which provides far more assistance to poor people as food assistance than as cash welfare, alliances with reformist food security organizations, and specifically the anti-hunger organizations focused on protecting and expanding federal food assistance, must be an essential part of any significant food justice agenda. These programs are essential to the survival of millions of Americans in the present while we are trying to build a better world for the future. Mobilized and informed public policy advocacy has an impressive track record of successful defense and incremental improvement of food programs. Several of these programs are entitlements that actually create justiciable rights. The collective procurement associated with school food and other public meal programs creates levers for fundamental food system change. And the network of federal, state and local anti-hunger organizations is potentially a portal through which people can enter the movement for a just food future. Food justice activists should include anti-hunger advocates among their allies and partners.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.769
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0120.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.211
GPT teacher head0.433
Teacher spread0.221 · 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 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

Citations6
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Food Studies / La Revue canadienne des études sur l alimentationSame topicFood Security and Health in Diverse PopulationsFrench-language works237,207