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Record W2091413994 · doi:10.7202/022177ar

Le partenariat dans le développement local : tendances actuelles et perspectives de changement social.

2005· article· fr· W2091413994 on OpenAlexaffvenue
Christiane Gagnon, Juan‐Luis Klein

Bibliographic record

VenueCahiers de géographie du Québec · 2005
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversité du Québec à Chicoutimi
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Dans un contexte de mondialisation de la sphère économique et de territorialisation du social, la notion de partenariat revêt une signification nouvelle. Après l'ère de la consultation et de la concertation, le partenariat à l'échelle locale s'impose de plus en plus comme une des formes sociales issues du changement social. Ce changement se caractériserait par un recentrage des rapports sociaux autour du territoire, par un consensus de tous les acteurs sociaux autour du partenariat local. Du moins est-ce une hypothèse que les auteurs développent à partir d'une approche centrée sur la régulation. La recension d'une centaine d'écrits sur le partenariat permet aux auteurs de tirer quelques exemples de partenariat dans les sociétés postindustrielles, de définir le rôle des acteurs sociaux, de faire une typologie des formes de partenariat à l'échelle locale et enfin d'énoncer les conditions pour un partenariat équitable. Enfin, les auteurs font état des défis que pose cette gestion « partenariale » du social pour les décideurs et pour les politiques de développement local.

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)0.006
metaresearch head score (Gemma)0.006
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 score0.968
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0070.023
Scholarly communication0.0090.008
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.001

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 head0.261
Teacher spread0.246 · 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

Citations15
Published2005
Admission routes2
Has abstractyes

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