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Record W4387527942 · doi:10.32920/24280255

Spaces of Solidarity and Spaces of Exception: Migration and Membership During Pandemic Times

2023· preprint· en· W4387527942 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

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicRegional Socio-Economic Development Trends
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsSolidarityPolitical scienceClosure (psychology)CitizenshipPoliticsEuropean unionChinaDevelopment economicsGeographyInternational tradeBusinessLawEconomics

Abstract

fetched live from OpenAlex

<p>During 2020, as the coronavirus pandemic spread around the world, we have witnessed countries making unprecedented decisions, restricting international travel and closing borders but also chartering fights to bring in migrant workers employed in essential sectors. While important (internal) travel restrictions were frst implemented by China in late February 2020 on the Chinese New Year holiday, the relevance of borders in relation to controlling the pandemic became internationally visible when the United States banned EU citizens from entering the country on 14 March 2020 as Covid-19 cases and victims sharply rose in Italy and a number of other European countries. A sweeping closure of the EU external borders to all nonEU citizens was announced on 17 March 2020 – a rare occasion where EU citizenship had a tangible effect on all EU citizens’ livelihoods without being mediated by their national citizenship. That closure confrmed that EU citizens and their national governments felt they were closer together and in solidarity and interdependence under this pandemic although intra-EU border closures followed. Indeed, March 2020 saw the closure of borders between countries with very long and strong socioeconomic and political ties such as Canada and the US (a closure that is still effective at the time of writing in November 2020), or member states of the European Union with one another. Regional trade and migration within west Africa were also interrupted abruptly when, for instance, Nigeria closed its borders on 23 March after recording its frst death from the virus. And while it was initially hoped that the summer of 2021 will bring not only temporary relief but also a way out of the pandemic, it has since become clear that 2020–2021 will be marked with at least selective border closures and migration and mobility restrictions. The wider impact of the pandemic on society and the economy will be long lasting and global. </p>

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 score0.028
Threshold uncertainty score0.998

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 studies0.0000.001
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 head0.074
GPT teacher head0.323
Teacher spread0.249 · 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