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Record W4397005740 · doi:10.5430/wjel.v14n5p98

Multilingual Habitus and Language Prestige: Value Profiles of Croatian, English, German, and Italian in Croatia

2024· article· en· W4397005740 on OpenAlexvenueno aff
Ivana Rončević

Bibliographic record

VenueWorld Journal of English Language · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicLinguistics, Language Diversity, and Identity
Canadian institutionsnot available
Fundersnot available
KeywordsPrestigeHabitusGermanCroatianValue (mathematics)LinguisticsSociologyComputer sciencePhilosophyAnthropology

Abstract

fetched live from OpenAlex

In a multilingual world, languages represent various forms of capital in society and gain or lose prestige depending on how transferable they are perceived to be into social, cultural, economic, and symbolic capital. The dominance of the English language and social media content in the Information Age affects people’s language worldwide. In many countries, there is a significant trend toward diglossia, where the national language is used alongside English, leading to the marginalization of all other languages. In Croatia, an EU member state, the most popular foreign languages are English, German, and Italian. However, due to the linguistic dominance of English, foreign languages other than English have experienced a loss of status. This shift implies that people’s perceptions of the types of capital those languages represent are changing and that there is a movement from multilingualism toward diglossia. This goes against the strongly promoted idea of multilingualism in the EU, where language variety is considered a valuable form of symbolic and cultural capital. Within that framework, this study aims to examine the attitudes of multilingual speakers in Croatia toward the four languages included in the study. The goal is to determine whether they perceive a language to represent a form of social, cultural, economic, or symbolic capital. Furthermore, based on the results, it will be concluded whether multilingual language practice is affected and whether there is a clash between the desired multilingual habitus of European citizens and their perceptions of language values, which determine their language choices.

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)0.001
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.119
Threshold uncertainty score0.855

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.011
GPT teacher head0.253
Teacher spread0.241 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations2
Published2024
Admission routes1
Has abstractyes

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Same venueWorld Journal of English LanguageSame topicLinguistics, Language Diversity, and IdentityFrench-language works237,207