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Record W4407986110 · doi:10.1017/glj.2024.72

The Travel Visa as the Ubiquitous Legal Infrastructure of Everyday Global Mobility Arbitrariness

2024· article· en· W4407986110 on OpenAlexaff
Frédéric Megret

Bibliographic record

VenueGerman Law Journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicRegional Socio-Economic Development Trends
Canadian institutionsMcGill University
FundersDanmarks GrundforskningsfondNational Research Foundation
KeywordsArbitrarinessBusinessEpistemologyPhilosophy

Abstract

fetched live from OpenAlex

Abstract Much work has been produced on the passport and on exceptional regimes of mobility, notably asylum or permanent immigration. There has, by contrast, been less research on that intermediary, ubiquitous legal device that is the visa, a fundamental manifestation of state discretion, a major source of arbitrariness, and a constant assertion of power over moving bodies. The visa is a manifestation of and is embedded in a deeper infrastructure of limited global mobility. Adopting a global and comparative perspective, this Article seeks to analyze the politics of the visa as the indispensable sesame of international travel but also as the ultimate manifestation of that infrastructure’s arbitrariness. The Article highlights an ideal type of the visa especially as it is deployed towards “at risk” categories, emphasizing the sort of performance it requires from applicants in adapting to the system’s demands as they are relayed by officials, corporations and, increasingly, algorithms and artificial intelligence. It will highlight the constraints of applying for the visa, its temporal frames, its assorted conditions, and its denial and possibilities of contestation thereof. The Article contends that, globally, the visa is the key legal infrastructure to channel systemic discrimination, frustrate professional and cultural opportunities, and keep families apart in ways that entrench class and racial divides.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.996
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.029
Scholarly communication0.0110.006
Open science0.0010.006
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0080.001

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 head0.009
GPT teacher head0.310
Teacher spread0.300 · 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.

Study designQualitative
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

Citations3
Published2024
Admission routes1
Has abstractyes

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