MétaCan
Menu
Back to cohort
Record W4386422323 · doi:10.1177/00471178231197757

Liberal democracies and asylum: legal transformation and implementation challenges

2023· article· en· W4386422323 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.

Bibliographic record

VenueInternational Relations · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPrinciple of legalityPolitical scienceNorm (philosophy)LawDoctrineLiberal democracyLaw and economicsSociologyPoliticsDemocracy

Abstract

fetched live from OpenAlex

Over the last 30 years, liberal democracies of the Global North have increasingly restricted access to their in-country asylum systems shifting many asylum and migration practices extraterritorially and prompting concern about the status of the universal human right to seek asylum. Most observers explain the trend as liberal states exerting national power and self-interest to ‘externalize’ asylum, ‘evading’ but not breaching international law. This piece adopts a different approach blending research on dynamic legal norms with Brunnée and Toope’s use of Lon Fuller’s criteria of legality. In contrast to explanations based on self-interest and power, I describe how the legal norm governing asylum has evolved over time alongside the shifting asylum and migration practices of liberal states through three phases. First, liberal democracies traditionally practiced an exclusively in-country approach to asylum prior to the late 1990s which only tentatively adhered to the criteria of legality. Second, the legal norm governing asylum shifted during the late 1990s and early 2000s creating new doctrine and legal practices at the multilateral level for reasons that resonated with the criteria of legality. Following contestation, however, liberal states have so far failed to implement the new substantive and procedural guidance despite the availability of more appropriate asylum practices. This account provides a significant qualification to the work on externalization and legal norm evasion, allows for the development of a typology containing three modes of asylum, and points to more legalistic asylum practices than what currently prevail among liberal states.

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.857
Threshold uncertainty score0.748

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.024
GPT teacher head0.351
Teacher spread0.327 · 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