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Record W4320494963 · doi:10.1080/13537113.2023.2174667

Staggered Inclusion: Between Temporary and Permanent Immigration Status in Quebec, Canada

2023· article· en· W4320494963 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueNationalism and Ethnic Politics · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Identity, and Health
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsInclusion (mineral)ImmigrationPolitical scienceDemographic economicsGeographySociologyGender studiesEconomicsLaw

Abstract

fetched live from OpenAlex

Pathways to permanent residency among immigrants in Canada have become more often preceded by a phase of temporariness. Research on these processes indicates that a two-step immigration regime is gaining momentum. However, we know little about those who qualify for permanent residency and experience a transition to permanent status inland. This article examines such experience of encountering federal and provincial administrative borders from within Canada. The analysis is based on 43 in-depth qualitative interviews conducted in the province of Quebec between 2016 and 2020 with temporary migrants in the process of transitioning to permanent residency or having recently acquired it. The article argues that migrants find themselves in spaces of ambiguity and in-betweenness regarding their transition process, access to rights and life perspectives over a period during which their status, as a lived experienced rather than strictly an administrative category, is neither temporary nor permanent. It sheds light on how bureaucratic processes that throw people into precariousness produces different shades of inclusion, not only based on the type of residency permit, but on the staggered transition process resulting from Canada’s immigration multi-governance itself. Furthermore, it calls for a rethinking of the permanent-temporary resident binary that structures Canada’s immigration policies.

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 score0.346
Threshold uncertainty score0.578

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 studies0.0010.000
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 head0.043
GPT teacher head0.350
Teacher spread0.307 · 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