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Racial Capitalism, Slavery, Labour Regimes and Exploitation in the Canadian Seasonal Agricultural Workers Program

2020· article· en· W3095132336 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.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCaribbean Quilt · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsComplicityRacializationAgricultureCapitalismLabour economicsAssertionWage labourWageFace (sociological concept)Political scienceEconomicsDemographic economicsBusinessEconomic growthSociologyGeographyLawPolitics

Abstract

fetched live from OpenAlex

This paper will attempt to critically examine Canada’s Seasonal Agricultural Workers Program (SAWP) with an intent of connecting four themes: the Canadian agricultural industry, indentured servitude, the labour regime in Canada, and the racialization of the SAWP. It has been argued that the workers from the Caribbean who participate in the Temporary Agricultural Workers Program are should consider themselves fortunate to be given such an opportunity. I argue that this assertion is problematic because it overlooks the hardship the workers face in Canada as a result of their non-citizen status. I also examine the fact that many of the workers enlisted in the SAWP are forced to migrate for a living wage due to poor economic conditions in their countries of origin, and that these conditions are a direct consequence of unequal trade policies and structural adjustment programs. Finally, I demonstrate Canada’s complicity in benefiting from these programs.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.560
Threshold uncertainty score0.702

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 studies0.0010.000
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 head0.025
GPT teacher head0.283
Teacher spread0.258 · 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