MétaCan
Menu
Back to cohort
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 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

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.161
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0020.000
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 head0.025
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