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Record W4410559931 · doi:10.7202/1117936ar

L’éducation interculturelle bilingue : opportunités, enjeux et défis autour de la revitalisation des langues autochtones au Nunavut et dans les Andes péruviennes

2025· article· fr· W4410559931 on OpenAlexvenueaboutno aff
Orane Caryn

Bibliographic record

VenueMinorités linguistiques et société · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicMigration, Education, Indigenous Social Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Cet article discute de la manière dont la mise en place d’une éducation bilingue et interculturelle permet de préserver et de revitaliser les langues autochtones à l’échelle mondiale. De nombreux pays d’Amérique latine, dont le Pérou, ont fait de l’éducation interculturelle bilingue (EIB) un droit pour les populations des communautés paysannes et autochtones depuis la fin des années 1970. Au Canada, le gouvernement du Nunavut avait annoncé la volonté de rendre toutes les écoles du territoire bilingues pour 2020. Il expose les avantages et les bénéfices d’un enseignement interculturel bilingue, mais également, il met en évidence les défis et les problèmes récurrents auxquels font face les professeurs.

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)0.006
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.288
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
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 head0.422
Teacher spread0.355 · 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.

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

Citations0
Published2025
Admission routes2
Has abstractyes

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Same venueMinorités linguistiques et sociétéSame topicMigration, Education, Indigenous Social DynamicsFrench-language works237,207