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Migration Theories and First Nations Mobility: Towards a Systems Perspective*

2006· article· fr· W2025493892 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

VenueCanadian Review of Sociology/Revue canadienne de sociologie · 2006
Typearticle
Languagefr
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsWestern UniversityUniversity of Waterloo
Fundersnot available
KeywordsSociologyContext (archaeology)Political scienceHumanitiesEthnologyWelfare economicsGeographyEconomicsArt

Abstract

fetched live from OpenAlex

Au Canada, la recherche sur la migration des autochtones vers les centres urbains a mis en avant l'importance de facteurs économiques, les mou‐vements de retour étant expliqués comme un échec lié aux difficultés d'adaptation. Les facteurs sous‐tendant la migration vers les villes ont été peu étudiés, et des études récentes ont mis l'accent sur l'ampleur des mouvements plutôt que sur d'autres théories. Cet article suggère des voies selon lesquelles on peut avoir recours à une approche systémique pour intégrer des facteurs des contextes politique, économique et social ainsi que des liens individuels, institutionnels et de culture de masse. The migration of Canadian Aboriginal people to cities has usually been understood as economically motivated, with return migration to Aboriginal communities resulting primarily from failure to adapt to urban life. However, the reasons underlying migration have rarely been directly addressed, and recent studies of migration have focussed on the size of flows, rather than relating this migration stream to theories of migration developed in other contexts. This paper suggests ways in which a systems perspective on migration can be used to incorporate elements of the political, economic and social context, as well as individual, institutional and mass culture links between the two areas.

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.792
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.005
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
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 head0.025
GPT teacher head0.277
Teacher spread0.252 · 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