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Record W2419609157

Up-rooted Lives, Deep-rooted Memories: Stress and Resilience among Jamaican Agricultural Workers in Southern Ontario

2016· dissertation· en· W2419609157 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.

fundA Canadian funder is recorded on the 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

VenueMacSphere (McMaster University) · 2016
Typedissertation
Languageen
FieldSocial Sciences
TopicMigration, Ethnicity, and Economy
Canadian institutionsnot available
FundersCanadian Institutes of Health Research
KeywordsResilience (materials science)AgriculturePsychological resilienceGeographySocioeconomicsPolitical scienceEconomic growthSociologyArchaeologyPsychologyEconomicsSocial psychology
DOInot available

Abstract

fetched live from OpenAlex

The Seasonal Agricultural Worker Program (SAWP) is a transnational labour agreement between Canada, Mexico, and various Caribbean countries that brings thousands of Jamaican migrant workers to Canada each year to work on farms. This thesis explores Jamaican SAWP workers’ experiences of stress in Ontario, and situates these experiences within a system of power and international inequality. When describing their experiences of stress and suffering in Ontario, many Jamaican workers drew analogies between historic and modern slavery under the SAWP. However, stress discourses also inspired workers to emphasise their resilience, and many workers gave equal attention to explaining their inherent strength as “Jamaicans”, which they associate with national independence and the history of slavery. In this way, I suggest stress discourses are sites of flexibility and resilience for Jamaican workers, and this thesis presents the foremost cultural, political, and historical factors that support Jamaican workers’ resilience in Ontario. Moreover, the predominant coping strategies workers employ in Ontario will be explored within the context of their restricted agency under the SAWP. This thesis concludes with a discussion of stress as an expression of subjectivity that is characterised by strength, faith, and the history of slavery.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.621
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0240.000

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 head0.009
GPT teacher head0.207
Teacher spread0.198 · 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