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Record W7100303484

The Bunk House Rules: Housing Migrant Labour in Ontario Adrian Smith, “The Bunk House Rules: Housing Migrant Labour in Ontario ” (Forthcoming,

2015· article· en· W7100303484 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsOpposition (politics)UnderpinningIdeologyLegislationConsciousnessColonialism
DOInot available

Abstract

fetched live from OpenAlex

The paper tackles the recent controversy surrounding an application to convert an abandoned school into housing for migrant agricultural workers in Ontario, Canada. It examines how the written reactions of community residents to a proposed municipal zoning by-law amendment convey and invoke understandings of the legal regulation of temporary labour migration. When viewed through a legal consciousness analytic lens, reconstituted to attend to the material practices and context underpinning residents’ discursive and ideological responses, what I term a ‘materialist legal consciousness studies’, it is evident that the residents ’ submissions intervene in the organization and regulation of agricultural production. While framed in opposition to the proposed amendment and the rules on siting bunk houses, residents ’ responses-- which rehearse well-worn, racist colonial tropes-- (re)produce material outcomes affecting the working and social lives of migrant agricultural workers in southwestern Ontario. I argue that residents ’ overwhelming opposition to the bunk house proposal re-inscribes and even extends the unfree labour relations and conditions in which these workers toil and dwell.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.072
Threshold uncertainty score0.521

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0270.013
Scholarly communication0.0040.001
Open science0.0010.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.235
Teacher spread0.205 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2015
Admission routes1
Has abstractyes

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