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Record W7134808263 · doi:10.4000/15ubv

Restitution des savoirs en arts vivants : récit d’expériences au cœur des sens et des savoirs du corps

2025· article· fr· W7134808263 on OpenAlexvenueno aff
Johanna Bienaise

Bibliographic record

VenueCommuniquer Revue de communication sociale et publique · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicContemporary art, education, critique
Canadian institutionsnot available
Fundersnot available
KeywordsRestitutionHistory of sociologyContext (archaeology)Social life

Abstract

fetched live from OpenAlex

Dans un contexte universitaire, choisir le mode de restitution des données sensibles produites à partir de vécus expérientiels demande de se questionner sur les modalités de réception de la recherche. Comment alors repenser nos modes de partage en y intégrant la corporéité, aussi bien des chercheurs et chercheuses que des personnes recevant l’information? Dans le cadre de cet article, je présenterai quatre expériences de restitution de savoirs qui valorisent la reconnaissance d’autres manières de parler de et de faire parler la recherche : un article diffusé en ligne incluant des balados, un atelier pratique présenté dans le cadre d’un colloque, la co-organisation de journées d’études théorico-pratiques, et enfin, l’enseignement d’un séminaire de maîtrise. Il sera alors question de réfléchir à ces démarches de partage « multimodales » et « hybrides » (Provost, 2016) proposées par la recherche en art vivant, souhaitant faire entendre, faire sentir et faire vivre la recherche dans une expérience incarnée.

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)0.011
metaresearch head score (Gemma)0.018
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.018
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0150.030
Scholarly communication0.0130.009
Open science0.0020.011
Research integrity0.0030.007
Insufficient payload (model declined to judge)0.0080.002

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 head0.062
GPT teacher head0.360
Teacher spread0.298 · 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 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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