Sentenced for the season: Jamaican migrant farmworkers on Okanagan orchards
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.
Bibliographic record
Abstract
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it