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Record W2093113210 · doi:10.1111/1541-0064.00019

Flexible citizens? Transnationalism and citizenship amongst economic immigrants in Vancouver

2003· article· en· W2093113210 on OpenAlexaffvenueabout
Johanna Waters

Bibliographic record

VenueCanadian Geographies / Géographies canadiennes · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicDiaspora, migration, transnational identity
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsTransnationalismCitizenshipImmigrationSettlement (finance)EmigrationDiasporaGender studiesAcculturationSociologyPolitical scienceDemographic economicsLawEconomics

Abstract

fetched live from OpenAlex

This paper contributes to current theoretical debates surrounding concepts of transnationalism and citizenship through an in‐depth, qualitative analysis of ‘astronaut families’ and ‘satellite kids’ in Vancouver, Canada. Specifically, it asks whether the emergence of these ostensibly transnational households amongst Hong Kong and Taiwanese groups indicates a form of ‘instrumental citizenship’( Ip, Inglis and Wu 1997 ). The circumstances surrounding these family arrangements indeed point to a strategic use of migration, wherein one or both adults planned prior to emigration that they would return, imminently, to the country of origin to work, optimising financial opportunities. The children would remain in Vancouver to obtain an education, during which time the family would be able to acquire Canadian citizenship. Such depictions of a strategising, ‘hypermobile’( Skeldon 1995 ) Chinese cohort fail, however, to capture an important aspect of the transnational experience, wherein research participants clearly undergo settlement over time and, for want of a better term, a degree of acculturation. This paper suggests that the ‘mobility’ of the Chinese diaspora has been often over emphasised in recent accounts of contemporary migration patterns, too hastily rejecting outright traditional conceptions of immigrant settlement experience .

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score0.139

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0170.007
Scholarly communication0.0050.001
Open science0.0010.005
Research integrity0.0010.001
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 head0.013
GPT teacher head0.230
Teacher spread0.217 · 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

Citations155
Published2003
Admission routes3
Has abstractyes

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