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Record W7128515209 · doi:10.7202/1122690ar

Reconnaissance du savoir-agir professionnel en contexte de diversité ethnoculturelle et critique de pratiques discriminatoires : une « double posture » conciliable ?

2025· article· fr· W7128515209 on OpenAlexaff
Geneviève Audet, Véronique Grenier

Bibliographic record

VenueRevue internationale de communication et socialisation · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsInstitut National de la Recherche ScientifiqueUniversité du Québec à Montréal
Fundersnot available
KeywordsContext (archaeology)Field (mathematics)ConciliationEthnography

Abstract

fetched live from OpenAlex

Cet article propose une réflexion méthodologique sur l’utilisation de récits de pratique dans le champ de recherche de l’intervention en contexte de diversité ethnoculturelle, religieuse et linguistique. Il le fait notamment à la lumière de postulats épistémologiques des « perspectives critiques », devenues des incontournables dans ce champ de recherche. Plus précisément, cet article expose des enjeux théoriques, épistémologiques et méthodologiques relativement à l’adoption de la posture de reconnaissance caractérisant la démarche de recherche associée aux récits de pratique et de la posture critique. Il présente aussi des pistes potentielles de conciliation de cette « double posture ». Pour conclure, l’article réaffirme l’adoption d’une posture de reconnaissance, notamment lors de l’utilisation de récits de pratique recueillis dans des paramètres à honorer. Il met également de l’avant l’importance d’une diversité de perspectives dans un même champ de recherche.

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)0.008
metaresearch head score (Gemma)0.005
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.706
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.001
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 head0.190
GPT teacher head0.461
Teacher spread0.271 · 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 designTheoretical or conceptual
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 routes1
Has abstractyes

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