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Record W4407217454 · doi:10.3986/sls.2.1.02

Language Change in a Contact Situation: The Case of Slovene in North America

2025· article· en· W4407217454 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSlovene Linguistic Studies · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicLinguistics, Language Diversity, and Identity
Canadian institutionsnot available
Fundersnot available
KeywordsLanguage contactLanguage changeLinguisticsHistoryGeographyPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

The article discusses the linguistic situation among immigrants of Slovene descent in the United States of America and Canada. Owing to the geographic distance between Slovenia and the host country and particularly to the very strong influence of the pragmatically dominant English, Slovene there is undergoing a very specific kind of development. Data collected through empirical research (interview excerpts) are analyzed in order to identify contact-motivated changes of Slovene. These are encountered in all types of bilingual discourse (borrowing, code switching, English-influenced monolingual Slovene) and on different linguistic levels from phonology to semantics and pragmatics. The most salient areas of English linguistic impact, however, are morphology with its simplification, regularization and/or even deletion of Slovene inflectional system, and syntax with its gradual adoption of English-like SVO word order patterns. On a sentence level these kinds of structures constitute what could be termed a composite matrix language, made up from the features of both languages. Development, though, stops short of the so-called matrix language turnover (MLT), because it is interrupted by a very rapid process of language shift from Slovene to English. This has been accomplished in the course of three generations in the case of pre-war immigrants and even faster in the case of post-war ones. The variety of Slovene in this particular context is therefore of a very temporary and unstable nature and defies the postulation of rigid structural constraints on it. It nevertheless represents a distinct contact variety of Slovene well worth further research because of the likely insights into the language change mechanisms that it may provide.

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)0.012
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.235
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.048
GPT teacher head0.309
Teacher spread0.261 · 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