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Record W4410559982 · doi:10.7202/1117935ar

Langues, savoirs et conceptualisations : une diversité insoupçonnée

2025· article· fr· W4410559982 on OpenAlexvenueno aff
Jimena Terraza

Bibliographic record

VenueMinorités linguistiques et société · 2025
Typearticle
Languagefr
FieldPsychology
TopicCategorization, perception, and language
Canadian institutionsnot available
Fundersnot available
KeywordsGeography

Abstract

fetched live from OpenAlex

Cet article se veut une réflexion sur l’apport des langues minoritaires et minorisées à la diversité culturelle mondiale, aux connaissances portées par celles-ci et à la façon dont elles contribuent à mieux comprendre les capacités de l’esprit humain. Il y est question de l’épineuse notion de relativité linguistique et du jeu entre l’influence de la langue sur la pensée et le reflet des catégories conceptuelles des groupes humains dans la langue qu’ils parlent. Les patrons de lexicalisation, les mots et les grammaires culturellement spécifiques cités dans ce texte contribuent à illustrer la diversité linguistique à laquelle nous accédons par le biais des langues. La sauvegarde de cette diversité est évidemment implicite dans mes propos, mais j’insiste fortement sur l’importance du rôle des usagères et usagers des langues dans ce processus.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.753
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.036
GPT teacher head0.402
Teacher spread0.366 · 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 designNot applicable
Domainnot available
GenreOther

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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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