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Record W2978775539 · doi:10.1522/revueot.v28n1.1025

Un projet de développement local en santé : le cas de la MRC Robert-Cliche et de sa coopérative de santé, ou comment une communauté en difficulté peut s’engager dans un processus d’empowerment

2019· article· fr· W2978775539 on OpenAlexaffvenue
Sabrina Tremblay

Bibliographic record

VenueRevue Organisations & territoires · 2019
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversité du Québec à Chicoutimi
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

L’accès aux services de santé dans les régions rurales ou périphériques fait partie des enjeux de développement important, notamment pour ce qui est de la rétention de la population. Or, on constate que l’État central n’est pas capable de garantir un accès équitable pour tous. Dans le but de renverser cette tendance, certaines collectivités ont mis sur pied une coopérative de santé. Ce type de projet de développement local est alors associé au développement du pouvoir d’agir communautaire, car il témoigne de la capacité des milieux à agir et décider selon leur propres choix et besoins. Afin de mieux comprendre ce processus dans toutes ses subtilités, nous avons procédé à une étude de cas unique, soit celui de la MRC Robert-Cliche et de sa coopérative de santé du même nom. À partir de cette étude, nous avons été en mesure d’identifier plus clairement les quatre dimensions du processus d’empowerment et les interactions qui en découlent.

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)0.013
metaresearch head score (Gemma)0.022
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 score0.939
Threshold uncertainty score0.121

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.022
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0100.008
Scholarly communication0.0060.004
Open science0.0010.010
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0130.001

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 head0.015
GPT teacher head0.324
Teacher spread0.310 · 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".

Quick stats

Citations0
Published2019
Admission routes2
Has abstractyes

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