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Just Visiting? The Weakening of Social Protection in a Mobile World

2018· book· en· W2803988217 on OpenAlexaboutno aff
Keith Banting, Edward A. Koning

Bibliographic record

VenueEdinburgh University Press eBooks · 2018
Typebook
Languageen
FieldSocial Sciences
TopicSocial Policy and Reform Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSocial protectionInternet privacyPolitical scienceBusinessComputer securityComputer scienceLaw

Abstract

fetched live from OpenAlex

Recent scholarship has become increasingly attentive to the way different welfare states include or exclude newcomers. Much of this literature has focused on the access to benefits granted to immigrants with a permanent status. While this emphasis is understandable, it ignores the growing ranks of individuals who do not settle permanently, either because they are only given temporary status or because they choose to move on. This paper helps to fill this gap by comparing four countries that are very different in the way they treat temporary migrants: Sweden, Canada, the Netherlands, and the United Kingdom. We find that migrants on a temporary permit are among the most weakly protected in each of these countries, but that the exclusion is more severe in countries where politicians face considerable political pressure to appear tough on immigration and where there are few institutional protections to protect temporary residents from such pressures. These findings highlight both the fragility of social protection in a world of mobility and the importance of firmly entrenched protections of equal treatment.

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 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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.717
Threshold uncertainty score1.000

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 studies0.0020.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.045
GPT teacher head0.287
Teacher spread0.243 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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

Citations1
Published2018
Admission routes1
Has abstractyes

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