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Record W4410559967 · doi:10.7202/1117941ar

Quand les capacités, la gouvernance et la langue constituent des obstacles à un projet de développement territorial en contexte minoritaire : le cas de la démarche MADA-CADA à Bathurst

2025· article· fr· W4410559967 on OpenAlexaffvenueabout
Majella Simard, Mario Paris

Bibliographic record

VenueMinorités linguistiques et société · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicMigration, Identity, and Health
Canadian institutionsUniversité de Moncton
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

En 2017, Bathurst (Nouveau-Brunswick) s’est engagée dans la démarche Municipalité et communauté amie des aînés (MADA-CADA). Cet article vise à identifier les difficultés liées à la mise en place de la démarche qui, de toute évidence, représente un cas d’échec en termes de renforcement des capacités et de gouvernance collaborative. Basée sur des entrevues semi-dirigées réalisées auprès d’élus, d’intervenants communautaires et de personnes âgées, ainsi que sur un groupe de discussion et une activité de dissémination des données, notre étude révèle la méconnaissance de la démarche MADA-CADA, tant chez les intervenants communautaires que chez les personnes âgées. Les répondants mettent en exergue des carences majeures en matière de leadership, de collaboration et de communication, minant la faisabilité de la démarche. À ces carences, les lacunes linguistiques, la crise de la Covid et le découragement des bénévoles ont occasionné une démobilisation qui s’est répercutée négativement sur le renforcement des capacités des acteurs.

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)0.007
metaresearch head score (Gemma)0.004
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.708
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0010.000
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 head0.044
GPT teacher head0.404
Teacher spread0.361 · 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
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 routes3
Has abstractyes

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