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Record W4415464882 · doi:10.52358/mm.vi21.460

EDI, l’apport caché des chaines éditoriales

2025· article· fr· W4415464882 on OpenAlexvenueno aff
Sophie M. Guerin-Jequier

Bibliographic record

VenueMédiations et médiatisations · 2025
Typearticle
Languagefr
FieldComputer Science
TopicCultural Insights and Digital Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)PlankInclusion (mineral)

Abstract

fetched live from OpenAlex

La prise en compte de l’équité, diversité et inclusion (EDI) dans les enseignements universitaires est souvent abordée sous deux angles distincts : d’un côté l’accessibilité numérique des supports et de l’autre la transformation des pratiques pédagogiques. Cet article aborde comment l’utilisation d’une chaine éditoriale dans la réalisation de la ressource entraine une révision pédagogique du support et une démarche réflexive sur la mise en accessibilité d’un enseignement. Sous le terme de chaine éditoriale sont regroupés les outils imposant une séparation du fond et de la forme. Les avantages et les freins de ces outils sont rappelés plus précisément pour la solution Scenari utilisée dans cette étude. À partir d’ateliers menés à distance ou en présentiels avec des enseignants de sciences volontaires, mais dans des contextes de production différents, nous examinons les difficultés et les bénéfices de la démarche entreprise qui entraine une amélioration des supports en adéquation avec une meilleure approche inclusive des enseignements.

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), Science and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.614
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0020.005
Open science0.0010.000
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 head0.198
GPT teacher head0.347
Teacher spread0.149 · 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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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