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Record W4391528542 · doi:10.4000/lisa.15766

Two-in-One Diasporas? Comparing and Contrasting Migration Management in France and Canada

2024· article· en· W4391528542 on OpenAlex
Eve Bantman

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRevue LISA / LISA e-journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsEconomic geographyGeographyRegional sciencePolitical science

Abstract

fetched live from OpenAlex

How can two states claim the same diaspora? This issue is addressed in this comparative review of two models of public policy: Canada’s strategy for Francophone Immigration and France’s promotion of international mobility. Based on its century of expertise, Canada has developed a high profile migrant recruitment strategy that relies on networking activities for steering and engaging the Francophone diaspora. This strategy, carried out by government agents and professionals, has positioned Francophone migrants as ambassadors in charge of marketing Canada as a French-speaking hub. By contrast, France’s diaspora strategy is more dated: it is largely institutionalized, and aimed at protecting the rights and interests of its migrants, preserving national identity and ties, providing benefits and subsidies, and creating provisions for representation and vote facilitation. These policies are largely disconnected from Canada's strategy of boosting economic development, cultivating networks for engaging the global diaspora. The empirical data on Francophone promotion and recruitment in Quebec illustrate the extent to which a sophisticated diaspora strategy can transform imaginaries and reconfigure communities at both ends of the migration process. These findings point to the disruptive potential of contemporary diaspora strategies and call for more investigation into its political outcomes.

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)0.001
metaresearch head score (Gemma)0.000
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 score0.817
Threshold uncertainty score0.879

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.017
GPT teacher head0.266
Teacher spread0.248 · 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