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Développer par la recherche-action une collaboration interprofessionnelle et interorganisationnelle dans une perspective inclusive

2025· article· fr· W4417482537 on OpenAlexaff
Emmanuelle Doré, Suzanne Guillemette, Alexis Richard

Bibliographic record

VenueL’éducation en débats analyse comparée · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsPerspective (graphical)Context (archaeology)Work (physics)Focus (optics)Identification (biology)

Abstract

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La collaboration, constitutive de l'éducation inclusive, suppose l'interrelation entre les expertises dans un but commun (UNESCO, 2021).Sur cette voie, la création de réseaux d'écoles et de communautés d'apprentissage favoriserait le développement professionnel collectif et l'agir ensemble (Conseil supérieur de l'Éducation, 2017 ; UNESCO, 2021).Pour surmonter les contraintes individuelles, organisationnelles et contextuelles susceptibles d'entraver ces ambitions, des recherches ont montré l'intérêt des mesures de soutien et d'accompagnement (Curchod-Ruedi, et al., 2013 ;Maillot & Merini, 2021).Au Québec, le développement de l'agir collectif dans une perspective inclusive entre en contradiction avec le cloisonnement des champs d'expertise professionnelle, qui se trouve au fondement d'un ensemble de cadres d'organisation du travail (Conseil supérieur de l'Éducation, 2017 ; Tardif & LeVasseur, 2010).Une démarche de recherche-action a été menée auprès de membres du personnel de centres de services scolaires de la province pour développer des aptitudes de collaboration interprofessionnelle et interorganisationnelle dans une perspective inclusive.À partir de la théorie du leadership transformatif et de la notion d'agir ensemble (Bélanger, et al., 2018 ;Gélinas-Proulx & Shields, 2016), les résultats mettent en lumière quatre constats et six défis qui se rapportent aux leviers et freins qui conditionnent le développement de ce type de collaboration.Les constats permettent d'approfondir les enjeux de confiance, respect et communication qui fondent la collaboration ; les défis précisent les difficultés relatives à la division du travail et aux rapports de pouvoir.

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)0.026
metaresearch head score (Gemma)0.012
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.026
Threshold uncertainty score0.136

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0260.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0120.027
Scholarly communication0.0230.023
Open science0.0030.018
Research integrity0.0060.009
Insufficient payload (model declined to judge)0.0090.003

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 head0.176
GPT teacher head0.504
Teacher spread0.328 · 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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