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Record W2044198215 · doi:10.1080/13549839.2012.714763

Parallel alternatives: Chinese-Canadian farmers and the Metro Vancouver local food movement

2012· article· en· W2044198215 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueLocal Environment · 2012
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicOrganic Food and Agriculture
Canadian institutionsUniversity of British ColumbiaSimon Fraser University
Fundersnot available
KeywordsMovement (music)Economic geographyGeographyRegional sciencePolitical scienceBusinessEconomic growthAgricultural economicsAdvertisingEconomics

Abstract

fetched live from OpenAlex

This thesis explores how food system localisation efforts in Metro Vancouver, Canada intersect with one of the tensions in the global agri-food system: racial inequalities. Drawing on archival research, participant observation of local food marketing and policy-making, and interviews with local food movement participants, policy-makers, and Chinese-Canadian farmers, I argue that the history of anti-Chinese racism in Canada is linked to the emergence of a food system comprised of parallel networks. An older network consists of roadside stores and greengrocers supplied by Chinese-Canadian farmers. A newer, rapidly expanding network includes farmers’ markets and other institutions publicly supported by the local food movement. Both networks are ‘local’ in that they link producers, consumers, and place; however, these networks have few points of intentional connection and collaboration. I conclude by considering the implications of the underrepresentation of Chinese-Canadian farmers in some of the local food movement’s most publicly visible manifestations.

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.

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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.765
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.006
GPT teacher head0.163
Teacher spread0.157 · 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