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Disrupting Deportability

2019· book· en· W4230651437 on OpenAlexaboutno aff
Leah F. Vosko

Bibliographic record

VenueCornell University Press eBooks · 2019
Typebook
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsMigrant workersPoliticsAttritionPolitical scienceRepresentation (politics)Civil rightsWork (physics)Public administrationSociologyLawEconomic growthEconomicsEngineering

Abstract

fetched live from OpenAlex

This book highlights obstacles confronting temporary migrant workers in Canada seeking to exercise their labor rights. It explores the effects of deportability on Mexican nationals participating in Canada's Seasonal Agricultural Worker Program (SAWP). The book follows the decade-long legal and political struggle of a group of Mexican SAWP migrants in British Columbia to establish and maintain meaningful collective representation. The case study reveals how modalities of deportability—such as termination without cause, blacklisting, and attrition—destabilize legally authorized temporary migrant agricultural workers. Through this detailed exposé, the book concludes that despite the formal commitments to human, social, and civil rights to which migration management ostensibly aspires, the design and administration of this “model” temporary migrant work program produces conditions of deportability, making the threat possibility of removal ever-present.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.172
Threshold uncertainty score0.342

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.012
Scholarly communication0.0050.003
Open science0.0010.006
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0100.001

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 head0.044
GPT teacher head0.242
Teacher spread0.199 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations7
Published2019
Admission routes1
Has abstractyes

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Same venueCornell University Press eBooksSame topicLabor Movements and UnionsFrench-language works237,207