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Record W144184701

Rock Stars and Bad Apples: Alternative Food Networks and Precarious Farm Worker Regimes in British Columbia

2014· dissertation· en· W144184701 on OpenAlexaboutno aff
Anelyse M. Weiler

Bibliographic record

VenueSummit (Simon Fraser University) · 2014
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicOrganic Food and Agriculture
Canadian institutionsnot available
Fundersnot available
KeywordsStarsGeographyAgricultural economicsEconomicsAstronomyPhysics
DOInot available

Abstract

fetched live from OpenAlex

This research explores how sustainable food initiatives in British Columbia have engaged with social protection and political inclusion for farm workers. Specifically, I consider two groups facing precarious employment: migrant farm workers and un(der)paid agricultural interns. Some members of alternative food networks idealize farm employers as “rock stars” while characterizing disaffirming cases as anomalous “bad apples.” Based on qualitative research, I find that alternative food actors have addressed farm worker social protection through three broad avenues: a moral economy, consumer-driven regulation, and a tenuous engagement with the state. I argue that some of the assumptions underlying these three approaches reproduce precariousness for farm workers; they thus constitute a barrier to the achievement of alternative food networks’ vision of food system transformation. I conclude by considering how a food sovereignty framework might involve farm workers, alternative food actors and other stakeholders in defining human-intensive food systems based on dignified livelihoods.

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 score0.971
Threshold uncertainty score0.992

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 studies0.0000.000
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 head0.005
GPT teacher head0.165
Teacher spread0.160 · 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

Citations1
Published2014
Admission routes1
Has abstractyes

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