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Record W1972654544 · doi:10.11591/ijere.v2i2.2021

Aménagement de l’acquisition: du trilinguisme fonctionnel à la pédagogie convergente

2013· article· fr· W1972654544 on OpenAlex
Alain Flaubert Takam

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.

Bibliographic record

VenueInternational Journal of Evaluation and Research in Education (IJERE) · 2013
Typearticle
Languagefr
FieldSocial Sciences
TopicFrench Language Learning Methods
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsNeuroscience of multilingualismMultilingualismLinguisticsMultilingual EducationBilingual educationLanguage planningSociologyPerspective (graphical)Diversity (politics)Political sciencePedagogyComputer scienceArtificial intelligenceAnthropology

Abstract

fetched live from OpenAlex

Social bilingualism, unlike official bilingualism, is very common. In most countries, the official language/s and tens or hundreds of other languages coexist; many such unofficial languages facing extinction. What is noticeable is that when language planning does not follow the ecological approach, i.e., when it emphasizes the strengthening of a particular language rather than the “structured diversity” of all the languages that make up a particular linguistic ecosystem, that can negatively impact the survival of minority languages. This study, which was carried out from the perspective of ecolinguistics, was aimed at promoting linguistic diversity through the protection of minority languages. It was essentially based on acquisition planning. The protection referred to here could be ensured, among other means, through the progressive acquisition of three or more languages in the education system. In Cameroon, a French – English bilingual country, the minority official language and many local languages are taught in school with varying degrees of success. It was interesting to critically look at some teaching approaches of those languages with the objective of showing how it could be possible, for those whose first language is neither French nor English, to better learn French and/or English, through convergent pedagogy, an educative approach based on the development of bilingualism or multilingualism. DOI: http://dx.doi.org/10.11591/ijere.v2i2.2021

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)0.024
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.895
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0240.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0090.000

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 head0.120
GPT teacher head0.510
Teacher spread0.390 · 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