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Record W4408160467 · doi:10.3390/laws14020013

Global Compacts and the EU Pact on Asylum and Migration: A Clash Between the Talk and the Walk

2025· article· en· W4408160467 on OpenAlexaff
Gamze Ovacık, François Crépeau

Bibliographic record

VenueLaws · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsMcGill University
Fundersnot available
KeywordsPactPolitical scienceRefugeeIrregular migrationInternational tradeLawSociologyBusinessEthnology

Abstract

fetched live from OpenAlex

The current global mobility paradigm suffers from a great paradox. The illegality of human mobility is manufactured through restrictive migration and asylum policies, which claim to address the supposed challenges of human mobility, such as erosion of border security, burden on the labour market, and social disharmony. On the contrary, they reinforce them, resulting in strengthened anti-migrant sentiments at the domestic level. The contradiction is that the more restrictive migration policies are and the more they are directed at containment of human mobility, the more counterproductive they become. The fact that the policies of the destination states are shaped through the votes of their citizens, and migrants are never part of the conversation which would bring the reality check of their lived lives, is a defining factor that enables state policies preventing and deterring access to territory and containing asylum seekers elsewhere. We demonstrate that this is the dynamic behind the new EU Pact on Migration and Asylum, as it thickens the European borders even further through harsher border procedures and expanded externalisation of migration control. Whereas the Global Compacts represent the paradigm of facilitated mobility and are a significant step in the right direction for moving beyond the defined paradox, the EU Pact represents the containment paradigm and showcases that the tension between the commitments and the actions of states is far from being resolved. Through an assessment of the EU Pact on Migration and Asylum’s alignment with the Global Compacts, this article scrutinizes the trajectory of the global mobility paradigm since the adoption of the Global Compacts.

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)0.008
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.014
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0080.029
Scholarly communication0.0140.012
Open science0.0010.010
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0040.000

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 head0.010
GPT teacher head0.294
Teacher spread0.283 · 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 designNot applicable
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

Citations2
Published2025
Admission routes1
Has abstractyes

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