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Navigating Globalization: Immigration Policy in Canada and Australia, 1945–2007<sup>1</sup>

2008· article· en· W1999531701 on OpenAlexaboutno aff
James P. Walsh

Bibliographic record

VenueSociological Forum · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsnot available
Fundersnot available
KeywordsGlobalizationImmigrationSovereigntyPolitical economyPoliticsNation stateState (computer science)Context (archaeology)SociologyScholarshipPolitical scienceLawGeography

Abstract

fetched live from OpenAlex

Scholarship on immigration and globalization has failed to adequately analyze the nation‐state’s regulatory capacities, insisting instead that contemporary patterns of migration jeopardize national sovereignty and territoriality. While recognized that states possess the legitimate authority to control their territorial and membership boundaries, recent transformations of these capacities remain largely unanalyzed. This article’s historical analysis of Australia and Canada’s postwar immigration policies demonstrates that the contours of state regulation are intimately connected to the exigencies of state administration and nation building and—in contrast to the expectations of dominant theories—have intensified and expanded within the globalization context. The literature’s inattention to the fundamentally political nature of immigration has obscured the critical effects of national policies within both the migratory and globalization process. Australia’s and Canada’s contemporary policies constitute a unique model of migration control and reflect attempts by both countries to strategically position their societies within the global system and resolve a number of economic, political, cultural, and demographic transitions associated with globalization.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.149
Threshold uncertainty score0.987

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0210.005
Scholarly communication0.0040.001
Open science0.0010.003
Research integrity0.0010.002
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 head0.030
GPT teacher head0.325
Teacher spread0.295 · 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 designObservational
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

Citations61
Published2008
Admission routes1
Has abstractyes

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