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Record W4390607796 · doi:10.1515/multi-2023-0109

Language ideologies and the use of French in an English-dominant context of Canada: new insights into linguistic insecurity

2024· article· en· W4390607796 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.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueMultilingua · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsUniversity of British Columbia
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsLinguisticsIdeologyContext (archaeology)Language ideologySociologyEnglish languagePsychologyPolitical scienceHistoryArchaeologyPhilosophyPoliticsLaw

Abstract

fetched live from OpenAlex

Teachers play an essential role in fostering linguistic security in their classrooms. The aim of this study is to identify the language ideologies articulated by teachers in the Francophone schools of the English-dominant context of British Columbia (Canada) in order to explore how the different practices they implement to foster the use of French in their multilingual classrooms and foster linguistic security may interact and expose contradictions. The findings are based on a thematic analysis of interviews with twenty-one French-speaking high school teachers. I argue that linguistic ideologies provide a useful locus for studying the tensions produced by institutional policies and practices and the possible impact on the students' feelings of linguistic insecurity. Building on excerpts from the interviews, the findings indicate that the practices the teachers use to implement the French-language policy in their classrooms must be examined further as they might be harming the efforts they are making to increase linguistic security. This paper is intended to contribute to the ongoing conversation about the practical process of engaging with linguistic insecurity.

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)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.541
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.067
GPT teacher head0.393
Teacher spread0.326 · 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