MétaCan
Menu
Back to cohort
Record W4285589509 · doi:10.15353/cfs-rcea.v9i2.524

Introspecting food movements in Canada: Unpacking tensions towards justice and sustainability

2022· article· en· W4285589509 on OpenAlexaffvenueabout
Amanda Wilson, Charles Z. Levkoe

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 institutionsLakehead UniversitySaint Paul University
Fundersnot available
KeywordsFood systemsSocial movementSustainabilityPoliticsSociologyPolitical scienceEnvironmental ethicsRight to foodFood securityPolitical economyEcologyLaw

Abstract

fetched live from OpenAlex

Over the past decades there has been a notable growth in community-based food systems projects and successes. Despite these advancements, food insecurity, precarious food work, ecological degradation, and corporate conglomeration in the food sector all continue to increase, compounded by the ongoing impacts of white supremacy, patriarchy, settler colonialism. Recognizing these growing inequities, critical scholars have noted that too many food systems initiatives are overly concerned with influencing individual behaviours and a focus on narrow objectives. Furthermore, many approaches tend to overlook ways that food systems are embedded within political and economic structures that constrain their goals of social and environmental justice. These multiple challenges suggest that food movements are at a crossroads. This paper reflects on this pivotal moment through an analysis of key food movement actor’s perspectives on the progress and promises as well as emerging tensions for food movements in Canada. Through a series of interviews with individuals most prominent in food movement spaces, we explore key perspectives on the state of food movements and possibilities for future directions. Our findings paint a complex and nuanced portrait of what food movements have accomplished, tease out internal tensions, and identify questions facing their future prospects. The perspectives presented through our findings offer a path to transcend the critiques that position short-term strategic gains in opposition to longer-term systemic change. We suggest that food movements can overcome these challenges by embracing a more radical and expansive vision of social and environmental justice that is deeply embedded within food systems while also looking beyond them.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.230
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 science0.0000.000
Research integrity0.0000.000
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 head0.028
GPT teacher head0.215
Teacher spread0.187 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations8
Published2022
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Food Studies / La Revue canadienne des études sur l alimentationSame topicOrganic Food and AgricultureFrench-language works237,207