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Record W2133135559 · doi:10.7202/1023978ar

Entre santé publique et organisation communautaire : points de convergence et de divergence autour du développement des communautés au Québec

2014· article· fr· W2133135559 on OpenAlexaffvenueabout
André-Anne Parent, Michel O’Neill, Bernard Roy, Paule Simard

Bibliographic record

VenueRevue de l’Université de Moncton · 2014
Typearticle
Languagefr
FieldHealth Professions
TopicCommunity Health and Development
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Le développement des communautés a pris un essor important au Québec depuis qu’il a été inscrit comme stratégie transversale dans le Programme national de santé publique en 2003. Reconnue comme une stratégie de promotion de la santé et soutenue par l’action communautaire, la mise en place d’une démarche de développement des communautés suppose toutefois un changement de paradigme de la part de divers acteurs professionnels. En effet, agir dans ce domaine amène deux champs d’intervention à se modifier : la santé publique et l’organisation communautaire. Dans ce texte, nous retraçons l’histoire de ces champs depuis les années 1970 et nous montrons de quelle façon le développement des communautés les incitent aujourd’hui à travailler ensemble. Nous dégageons également les principaux points de convergence et de divergence qui sous-tendent les pratiques liées au développement des communautés de ces deux champs professionnels.

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)0.008
metaresearch head score (Gemma)0.018
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: Empirical
Teacher disagreement score0.214
Threshold uncertainty score0.430

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.018
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.005
Science and technology studies0.0120.019
Scholarly communication0.0090.004
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.027
GPT teacher head0.317
Teacher spread0.290 · 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

Citations8
Published2014
Admission routes3
Has abstractyes

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Same venueRevue de l’Université de MonctonSame topicCommunity Health and DevelopmentFrench-language works237,207