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Record W4411675455 · doi:10.7202/1118451ar

<i>Composer avec les enjeux éthiques et méthodologiques d’une recherche-action : le cas du mentorat actif </i> <i>en soutien à l’inclusion sociale des personnes aînées ayant une déficience intellectuelle</i>

2024· article· fr· W4411675455 on OpenAlexaffvenue
Élise Milot, L. Ouellet, Romane Couvrette, Karine Gendron, Monique Maltais, Martin Caouette, Émilie Raymond

Bibliographic record

VenueRecherches qualitatives · 2024
Typearticle
Languagefr
FieldHealth Professions
TopicHealth, Medicine and Society
Canadian institutionsUniversité du Québec à Trois-RivièresUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

La recherche-action a pour finalité de résoudre un problème tangible en jumelant une démarche scientifique à la mise en place d’une action concrète, et ce, avec les personnes directement concernées. Ce type de recherche favorise des apprentissages riches et variés, tant sur le plan pratique que sur le plan scientifique. Toutefois, à travers ses différentes étapes, plusieurs enjeux éthiques et méthodologiques peuvent survenir. Cet article porte sur les enjeux rencontrés à travers une recherche-action ayant mené à la mise en place d’une nouvelle pratique visant à soutenir la participation d’adultes vieillissants ayant une déficience intellectuelle à des activités de loisirs et de bénévolat dans la communauté. Il porte aussi sur les enseignements tirés de cette expérience et propose des recommandations pour les équipes engagées dans une recherche-action.

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)0.095
metaresearch head score (Gemma)0.047
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesMetaresearch, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.344
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0950.047
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.002
Science and technology studies0.0030.002
Scholarly communication0.0000.002
Open science0.0010.001
Research integrity0.0050.009
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 head0.496
GPT teacher head0.544
Teacher spread0.048 · 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; both teacher heads agree on what is shown here.

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".

Quick stats

Citations0
Published2024
Admission routes2
Has abstractyes

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