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Record W4392836304 · doi:10.35715/scr5002.112

Nationality and the Right to Enter:Assessing the Impact of Refusal of Entry for the Purpose of Statelessness Determination

2023· article· en· W4392836304 on OpenAlexaff
Cecilia Manzotti

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsGovernment of Canada
Fundersnot available
KeywordsStatelessnessNationalityStateless protocolDenialRefugeePolitical scienceLawArgument (complex analysis)State (computer science)Interpretation (philosophy)Scope (computer science)International lawLaw and economicsSociologyImmigrationPsychologyMedicine

Abstract

fetched live from OpenAlex

This article considers the legal situation of migrants, including rejected asylum seekers, who are unable to enter what was, until then, regarded as their country of nationality. This is because that country, without explicitly disputing their nationality, either prohibits their entry or de facto prevents them from entering its territory by failing to issue travel documents or respond to requests for consular assistance for organising return. By examining the conceptualisation of nationality in international law on the one hand, and the international legal definition of a stateless person on the other hand, the article argues that the right to enter the territory of one’s state is so essential to the concept of nationality that refusal of entry and denial of consular assistance for arranging return should be regarded as evidence that the state does not consider a person as its national. Based on this argument, the article further assesses the suitability of the United Nations High Commissioner for Refugees’ guidance on statelessness determination in cases of direct or indirect denial of entry. Ultimately, this contribution aims to clarify the scope of the international legal definition of a stateless person by strongly grounding its interpretation in the conceptualisation of nationality in international law.

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)0.023
metaresearch head score (Gemma)0.118
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: Other · Consensus signal: none
Teacher disagreement score0.023
Threshold uncertainty score0.120

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0230.118
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.002
Science and technology studies0.0030.011
Scholarly communication0.0040.006
Open science0.0020.009
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0060.000

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 head0.025
GPT teacher head0.403
Teacher spread0.378 · 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
GenreOther

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
Published2023
Admission routes1
Has abstractyes

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