Confronting myths: agricultural citizenship and temporary foreign worker programs
Bibliographic record
Abstract
This paper provides a conceptual intervention through an analysis of the myths surrounding agricultural citizenship and migrant work that underlie the temporary foreign worker program in two settler countries: Canada and Israel. The paper offers a brief insight into the ideologies around farm work that informed the colonisation and dispossession of Indigenous peoples and the expropriation of non-citizen labour. It begins with a historical overview of how agriculture was used as a tool of colonisation even as settlers struggled to cultivate Canadian lands because of the seasonal nature and the persistent lack of labour. From the time of Confederation, agriculture began to be intimately tied with immigration policies culminating in the Seasonal Agricultural Worker Program (SAWP) that persists to this day. The paper then expands the analysis to Israel to show how other settler nations have also followed similar ideological and policy trajectories. The paper illustrates how racial capitalism intertwines with settler colonial practices discursively and institutionally through immigration policies.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.018 | 0.068 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".