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Record W3001315996 · doi:10.14288/acme.v18i1.1430

“Slavery hasn’t ended, it has just become modernized”: Border Imperialism and the Lived Realities of Migrant Farmworkers in British Columbia, Canada

2016· article· en· W3001315996 on OpenAlexaffabout
Amy J. Cohen

Bibliographic record

VenueOpen Collections · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsOkanagan College
Fundersnot available
KeywordsRacializationPrecarityCriminalizationEthnographyState (computer science)SociologyMigrant workersGender studiesLiminalityPolitical scienceUnderclassColonialismPolitical economyCriminologyEconomic growthLawAnthropology

Abstract

fetched live from OpenAlex

Border imperialism is a powerful framework for understanding the ways that colonial states manage borders in order to restrict movement of migrants and secure neoliberal economic interests. The present commentary, based on research carried out in British Columbia, Canada, utilizes ethnographic data to highlight the impacts of border imperialism on the everyday lives of temporary migrant farmworkers. First, I discuss how Mexican and Caribbean migrants’ lives are impacted by displacement from farms in their ‘home’ countries. Next, I provide an overview of Canada’s Seasonal Agricultural Worker Program and argue that it (along with other circular migration schemes) is a powerful weapon of border imperialism designed to construct migrant precarity and uphold deeply-held notions of “Canadianness.” Finally, I discuss the racialization and criminalization of migrant farm workers and present workers’ testimonials to demonstrate how these processes result in migrants’ exclusion from the nation-state and local communities. Ultimately, I argue that scholars and activists struggling for migrant justice must center the demands of workers in their activism.

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)0.001
metaresearch head score (Gemma)0.003
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 score0.053
Threshold uncertainty score0.388

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0500.023
Scholarly communication0.0080.002
Open science0.0020.004
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.025
GPT teacher head0.276
Teacher spread0.251 · 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

Citations14
Published2016
Admission routes2
Has abstractyes

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Same venueOpen CollectionsSame topicMigration and Labor DynamicsFrench-language works237,207