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Record W1984475657 · doi:10.2167/ijm019.0

Theories of Representation in French and English Scholarship on Multilingualism

2008· article· en· W1984475657 on OpenAlexaff
Diane Dagenais, Marianne Jacquet

Bibliographic record

VenueInternational Journal of Multilingualism · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsMultilingualismLinguisticsRepresentation (politics)SociologyScholarshipIdentity (music)Construct (python library)Computer sciencePolitical sciencePedagogy

Abstract

fetched live from OpenAlex

Researchers have examined language learning and intercultural contact in multilingual contexts from diverse epistemological and ontological stances. In some cases, the contrasts or incompatibilities in approaches leave little room for joint initiatives and in other cases, the underlying theoretical assumptions converge in several ways, allowing researchers to explore possibilities for interdisciplinary and intercontextual collaboration. In some instances, studies undertaken in different areas share commonalities but they are not explored because of linguistic, disciplinary or geographic barriers. Although only a handful of researchers reference French and English work undertaken in multilingual contexts, there is much to be gained by taking into account what has been written in both languages as it can reveal where there are differences and commonalities in constructs often cited in the literature. We attempt to bridge this gap by highlighting theoretical links that have heretofore been underexplored. We begin by reviewing definitions of social representation and then describe how Francophone sociolinguists drew on this construct to propose the notion of linguistic representation in their studies of multilingual practices. Following this, we discuss related concepts of representation, discourse and identity that have been taken up in English language work.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.010
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.054
Threshold uncertainty score0.143

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.004
Science and technology studies0.0090.035
Scholarly communication0.0140.009
Open science0.0010.006
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.095
GPT teacher head0.487
Teacher spread0.392 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations22
Published2008
Admission routes1
Has abstractyes

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Same venueInternational Journal of MultilingualismSame topicMultilingual Education and PolicyFrench-language works237,207