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Record W3214169438 · doi:10.32920/ryerson.14654715.v1

Dual citizenship in the context of globalization, identity and belonging debate

2021· preprint· en· W3214169438 on OpenAlexaff
Igor Rosic

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicEuropean Union Policy and Governance
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsCitizenshipIdentity (music)GlobalizationContext (archaeology)State (computer science)PoliticsNature versus nurtureDual (grammatical number)Political sciencePolitical economySociologyGender studiesNation stateLawGeographyAnthropologyAestheticsLinguistics

Abstract

fetched live from OpenAlex

At the beginning of the 21st century, there seems to be a global shift in paradigms of identity and belonging. For a long time, both of these entities have been deemed to be fixed and one-dimensional, tied to a specific nation, state and territory. But, under the influence of globalization, notions of identity and belonging are undergoing some fundamental changes. In the interconnected and migratory world we are living in, transnational communities possess and nurture identities of multiple belonging. These global interconnections create new challenges for previous notions of exclusive belonging to a single state-territory, and by extension, citizenship as the ultimate form of political belonging to a nation-state. In this context, dual citizenship has emerged as a legal recognition of this situation. In this paper, I discuss various issues connected to dual citizenship and argue for the need for recognition of full dual citizenship by every country of the world.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.867
Threshold uncertainty score0.986

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.044
GPT teacher head0.330
Teacher spread0.286 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations0
Published2021
Admission routes1
Has abstractyes

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