MétaCan
Menu
Back to cohort
Record W2178552753 · doi:10.1080/1369183x.2015.1111134

Blacklisting as a modality of deportability: Mexico's response to circular migrant agricultural workers' pursuit of collective bargaining rights in British Columbia, Canada

2015· article· en· W2178552753 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Ethnic and Migration Studies · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsYork University
FundersBC Cancer AgencySocial Sciences and Humanities Research Council of Canada
KeywordsBlacklistingState (computer science)Migrant workersCollective bargainingDemographic economicsAgriculturePolitical scienceLawEconomic growthEconomicsGeography

Abstract

fetched live from OpenAlex

This article illustrates how blacklisting can function as a modality of deportability among temporary migrant workers participating in a programme touted as a model of ordered migration internationally, with attention to sending state action. In 2010, Local 1518 of the United Food and Commercial Workers Union applied successfully to British Columbia's Labour Relations Board to represent a group of circular migrants engaged under Canada's Seasonal Agricultural Worker Programme. Yet less than a year later, the union complained of unfair labour practices on the part of not only the host state employer and certain employees but sending state officials who select and assign workers to Canadian employers, contending that they blocked the visa reapplications of union members eligible for recall and improperly interfered in a decertification application. On account of the unique empirics available through this case, its analysis offers a window into practices which are routinely obscured but nevertheless central to how deportability operates.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.181
Threshold uncertainty score0.323

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.048
GPT teacher head0.329
Teacher spread0.281 · 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