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Record W7132900976

A ‘Truly European Language:’ Europeanization and Supranational Language Regimes in the Case of Romani Language, 1998-2018

2022· dissertation· W7132900976 on OpenAlexaff
Milena Pandy-Szekeres

Bibliographic record

VenueTSpace · 2022
Typedissertation
Language
FieldHealth Professions
TopicRomani and Gypsy Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsConditionalityLanguage policyNormativeState (computer science)Context (archaeology)European unionPoliticsResistance (ecology)
DOInot available

Abstract

fetched live from OpenAlex

What impact has integration with Europe had on state language regimes in Central and Eastern European countries? This dissertation investigates supranational and state treatment of Romani – the language spoken by many Roma communities in Europe – through an illustrative study of the Council of Europe and case studies of Slovakia and Croatia. Changes in state treatment of Romani in both countries have been significant on paper. In reality, however, implementation is limited or nonexistent. What explains this superficial and attenuated change? The Council of Europe’s language regime, centred on its valuation of diversity, led the organization to support Romani and push member states to do the same. In the context of Central and European countries’ integration into the EU, and into ‘Europe’ more generally, the mechanisms of Europeanization have resulted in the diffusion of elements of this supranational language regime to the domestic level. First, normative pressure and membership conditionality from European institutions have led to increased 'paper promises' – legal and policy commitments to support Romani – that follow the norms and standards of the supranational language regime at the Council of Europe. Secondly, Europeanization has resulted in new tools, opportunities, and political space for Romani language advocates within each country. But the penetration of such of supranational language regimes is also limited by two factors. State resistance emerges from the continued durability of state traditions that delegitimize Romani and exclude it from minority language rights frameworks. Secondly, the remedies for linguistic minorities proposed by both state and supranational language regimes are often a poor fit for Roma communities. Studying state treatment of Romani language helps illustrate the impact of integration with Europe on what I term marginal policy areas: those domestic policy areas which are subject to European pressure but not directly subject to EU rules. I also contribute to recent literature on continuity and change within state language regimes. The study of the politics of Romani language illuminates not only the situation of a specific minority language, or even linguistic minorities more generally, but also the complex interactions between institutions and actors at the state and supranational levels in Europe.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.063
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.031
GPT teacher head0.422
Teacher spread0.391 · 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.

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

Citations0
Published2022
Admission routes1
Has abstractyes

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