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Record W2905781973 · doi:10.22215/etd/2018-12649

Testing the Boundaries of Employer-Driven Agricultural Migration: Privatization and the Temporary Foreign Worker Program, 2002-2011

2018· dissertation· en· W2905781973 on OpenAlexafffundabout
Christopher Miller

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsCarleton University
FundersEmployment and Social Development CanadaHuman Resources and Skills Development CanadaUnited Nations High Commissioner for Refugees
KeywordsRestructuringRetrenchmentGovernment (linguistics)ParallelsContext (archaeology)State (computer science)AppropriationNeoliberalism (international relations)PoliticsBusinessMarket economyPolitical economyPolitical scienceEconomic systemPublic administrationEconomicsOperations managementFinance

Abstract

fetched live from OpenAlex

The recent growth of Canada's Temporary Foreign Worker Program (TFWP) parallels the international trend toward the revival of guestworker programs. This growth, however, is simply the most visible sign of a fundamental restructuring of the institutional framework that governs the program. This shift is rooted in a broader transformation of the political economy of the Canadian state that has resulted in a new form of migration control, one which embodies the logic and practices of neoliberalism - a paradigm revolving around the privatization and retrenchment of certain state functions, the globalization of markets, and the construction of economically-competitive individuals. In the context of the TFWP, this has resulted in an "offloading" of administrative functions from the federal government to third party actors, as well as the creation of a more employer-driven TFWP that is sensitive to businesses' demands for a flexible and reliable labour pool. This thesis employs a case study of the TFWP's agricultural components during the period of 2002 until 2011, drawing in large part on federal ministerial documentation obtained through the Access to Information Act. It questions why this era of increasing privatization reversed course and culminated in the creation of a new government program, the Agricultural Stream. The analysis pursued in this study indicates that while there are certain roles and functions concerning the recruitment of migrant labour that the Canadian state has undoubtedly vacated, it has nevertheless adopted a new, active role that involves mitigating the unintended consequences of privatized migration control as a means of supporting the continued viability of the TFWP. This effort drove the creation of Agricultural Stream, which replaced a legally-embattled "privatized" guestworker program developed by the International Organization for Migration on behalf of the Quebec growers' association FERME and the government of Guatemala. This countertrend should caution against conflating neoliberalism and privatization or accepting the two as necessarily harmonious, suggesting that movements towards privatization become vulnerable and subject to reversal should they pose complications for employers. This in turn stresses a reading of both the "ideal" and "practice" of neoliberalism as it concerns privatized migration control.

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)0.003
metaresearch head score (Gemma)0.011
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.068
Threshold uncertainty score0.492

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0070.007
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.002
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 head0.022
GPT teacher head0.284
Teacher spread0.262 · 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
Published2018
Admission routes3
Has abstractyes

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