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Record W2902198006 · doi:10.1177/0020715218815543

Quiet struggles: Migrant farmworkers, informal labor, and everyday resistance in Canada

2018· article· en· W2902198006 on OpenAlexafffundvenueabout
Amy J. Cohen, Elise Hjalmarson

Bibliographic record

VenueInternational Journal of Comparative Sociology · 2018
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsOkanagan College
FundersEmployment and Social Development Canada
KeywordsGrassrootsResistance (ecology)Agency (philosophy)SubalternPoliticsSociologyGender studiesInclusion (mineral)Economic JusticePower (physics)Political scienceSocial scienceLaw

Abstract

fetched live from OpenAlex

Utilizing James C. Scott’s germinal concept of everyday resistance, we examine the subtle, daily acts of resistance carried out by Mexican and Jamaican migrant farmworkers in the Okanagan Valley, British Columbia. We argue that despite finding themselves in situations of formidable constraint, migrant farmworkers utilize a variety of “weapons of the weak” that undermine the strict regulation of their employment by employers and state authorities. We also argue that everyday forms of resistance are important political acts and as such, they warrant inclusion in scholarly examinations. Indeed, by reading these methods neither as “real” resistance nor as political, we risk reproducing the same systems of power that de-legitimize the actions, agency, and political consciousness of subaltern and oppressed peoples. After a brief discussion on the concept of everyday resistance, we provide an overview of Canada’s Seasonal Agricultural Worker Program (SAWP), establishing the conditions that drive migrant workers to resist and drawing connections between the regulatory framework of the SAWP, the informality of the agricultural sector, and migrant labor. Finally, we examine specific instances of resistance that we documented over 3 recent years through ethnographic fieldwork and as community organizers with a grassroots migrant justice organization. We assert the importance of situating migrants’ everyday acts of resistance at the center of conceptualizations of the broader movement for migrant justice in Canada and worldwide.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score0.529

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.005
Science and technology studies0.0360.024
Scholarly communication0.0090.003
Open science0.0020.008
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.021
GPT teacher head0.297
Teacher spread0.276 · 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 source (direct Gemma or distilled Codex), not a consensus.

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

Citations66
Published2018
Admission routes4
Has abstractyes

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