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Record W7133026085

'Borders...Are No Longer at the Border': High-skilled Labour Migration, Discourses of Skill and Contemporary Canadian Nationalism

2016· dissertation· W7133026085 on OpenAlexaboutno aff
Soma Chatterjee

Bibliographic record

VenueTSpace · 2016
Typedissertation
Language
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationScholarshipNationalismState (computer science)Immigration policyProsperityNation stateImmigration lawSubject (documents)
DOInot available

Abstract

fetched live from OpenAlex

This dissertation explores the constitutive relationship between immigration and nationalism as manifest in the high skilled labour market of post-liberalization (post 1960s) Canada. I show that as skilled immigration became crucial for Canadian national prosperity, a simultaneous rise in discourses of skill deficit rendered actively recruited immigrants as deficient worker subjects. Unfolding in the decades following liberalization, persistent discourses of deficit - refracted through a systemic privileging of Canadian/Western skills and training (understood as both tangible credentials and intangible soft/cultural skills) - constructed the figure of the immigrant as a prototypically skill-deficient subject struggling to integrate into the Canadian labour market, and by extension, to the larger Canadian society. Scholarship on labour market integration has frequently seen the issue as an example of policy level and administrative disjuncture. In contrast, I argue that skilled immigrants’ marginalization in the labour market of the very nation that recruited them as vital for national prosperity creates a gap between immigrants’ juridical and substantive membership. It is systematic and socio-politically productive. I conduct a critical discourse analysis of post-liberalization skilled immigration policies and related texts (government commissioned reports, press releases, ministerial speeches, and policy backgrounders) and show how the nation state continues to be an exclusive space where immigrants’ welcome is contingent and conditional on their ability to approximate an amorphous and contested Canadianness. I argue that it is through the mobilization of deficit discourses that the post-liberalization state negotiated its increasing reliance on immigrant labour with the historically racially conceptualized criteria for national membership. In the post- liberalization global hierarchy of nation states, the dynamics of welcome (as labour) and expulsion (from membership) allowed Canada to open up the national space to the raceless meritocracy of the best and the brightest, while continuing to re-align it along racial lines. This dissertation makes three key interventions: 1) it repositions the high skilled labour market – typically considered unfettered by practices of racialized nationalism - as a key site for its exercise in post-liberalization era, 2) it argues that training/learning discourses in this context are better seen as nationalist discourses subsumed within the discriminatory notion of Canadian experience, and finally, 3) it proposes a dialogue between scholarships on Canadian nationalism and immigrants’ labour market integration as the conceptual disconnect between these is analytically costly for our understanding of post-liberalization Canadian nationalism.

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)0.004
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 score0.161
Threshold uncertainty score0.974

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0420.039
Scholarly communication0.0160.005
Open science0.0020.004
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0060.000

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 head0.015
GPT teacher head0.344
Teacher spread0.329 · 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
Published2016
Admission routes1
Has abstractyes

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