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Record W3214099700 · doi:10.1177/03063968211054856

Sentenced for the season: Jamaican migrant farmworkers on Okanagan orchards

2021· article· en· W3214099700 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.

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

VenueRace & Class · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Ethnicity, and Economy
Canadian institutionsnot available
Fundersnot available
KeywordsRacismScholarshipCapitalismContext (archaeology)ImmigrationEthnographyGender studiesSociologyPrisonPolitical scienceEconomic growthPoliticsCriminologyLawGeographyAnthropology

Abstract

fetched live from OpenAlex

Despite perfunctory characterisation of Canada’s Seasonal Agricultural Worker Program (SAWP) as a ‘triple win’, scholars and activists have long admonished its lack of government oversight, disrespect for migrant rights and indentureship of foreign workers. This article contends that the SAWP is predicated upon naturalised, deeply engrained and degrading beliefs that devalue Black lives and labour. Based on twenty months’ ethnographic fieldwork in the Okanagan Valley, British Columbia, Canada, it reveals the extent to which anti-Black racism permeates, organises and frustrates workers’ lives on farms and in local communities. It situates such experiences, which workers characterise as ‘prison life’, in the context of anti-Black immigration policy and the workings of racial capitalism. This ethnography of Caribbean migrants not only adds perspective to scholarship hitherto focused on the experiences of Latino workers, but it also reinforces critical work on anti-Black racism in contemporary Canada.

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 categoriesnone
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 score0.499
Threshold uncertainty score0.955

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 studies0.0010.000
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 head0.030
GPT teacher head0.311
Teacher spread0.281 · 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