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Record W1578416982 · doi:10.1002/lnc3.328

Heterogeneity and a <i>Sociolinguistics of Multilingualism</i>: Reconfiguring French Language Pedagogy

2012· article· en· W1578416982 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

VenueLanguage and Linguistics Compass · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsWestern University
FundersUniversity of Ottawa
KeywordsMultilingualismSociolinguisticsTranslanguagingSociologyNeuroscience of multilingualismLinguisticsPedagogyIdeologyMetalinguisticsRelation (database)PoliticsPolitical scienceTeaching method

Abstract

fetched live from OpenAlex

Abstract This article focuses on the current state of the field of French language pedagogy (FLP) and education in Canada. The author provides a brief history of French as a Second Language (FSL) education and Official bilingualism in Canada to demonstrate the social, historical, political and ideological dimensions that have shaped (and continue to shape) ways of thinking about FLP. In relation to the state of current research, this article highlights some of the contributions sociolinguistic research brings to contemporary thinking about multilingualism as it relates to FLP, by examining what the author refers to as the sociolinguistics of multilingualism . This approach considers the social construction of bi/multilingualism and the everyday practices of multilinguals in diverse contexts, in relation to policy, theory, and professional practice. With the growing number of multilingual students from diverse backgrounds participating in FSL teacher and language education programs, there is a critical need to (re)shape pedagogies that reflect the complex linguistic repertoires and social practices of youth with multiple, heterogeneous identities in today’s classrooms: diversity within Canada’s linguistic duality. From this vein, the author argues for a multidimensional, reflexive, and interdisciplinary approach for FLP and official bilingual education: one that values heterogeneity; as well as fosters a deeper engagement with the teaching (and learning) of languages, namely French.

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)0.001
metaresearch head score (Gemma)0.005
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 score0.730
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
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 head0.054
GPT teacher head0.449
Teacher spread0.395 · 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