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Record W7055706556

Could action research be socially responsible?

2008· book· fr· W7055706556 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Repository and Bibliography (University of Liège) · 2008
Typebook
Languagefr
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsAction (physics)Public policyPrejudice (legal term)PremiseSubject (documents)
DOInot available

Abstract

fetched live from OpenAlex

Partie d'ouvrage - Alors que la notion de «responsabilité sociale de l’entreprise (RSE)» suscite depuis plusieurs années un véritable engouement, elle est beaucoup plus rarement appliquée par les chercheurs et intervenants à leurs propres pratiques de recherche et d’intervention. Recueil de réflexions menées sur le sujet par des chercheurs et praticiens, d’Europe et du Québec, cet ouvrage se subdivise en trois parties complémentaires, articulées autour des principaux débats qui traversent aujourd’hui la recherche-intervention: le difficile équilibre à trouver entre son utilité sociale et le maintien de son indépendance; la problématique du rapport aux acteurs, notamment aux commanditaires de l’intervention; la caractérisation des postures méthodologiques adoptées par les praticiens de la recherche-intervention. S’il s’adresse principalement aux professionnels de l’intervention en organisation – consultants en stratégie, en GRH et en organisation, coaches, formateurs, etc. – cet ouvrage concerne aussi directement les clients de ces derniers – directions des ressources humaines, responsables opérationnels, gestionnaires de projets – ainsi que, de manière plus générale, tout chercheur ou étudiant en sciences humaines.

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)0.237
metaresearch head score (Gemma)0.243
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesMetaresearch
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.763
Threshold uncertainty score0.941

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.2370.243
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0050.004
Science and technology studies0.0100.112
Scholarly communication0.0290.028
Open science0.0060.018
Research integrity0.0150.012
Insufficient payload (model declined to judge)0.0130.002

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 head0.115
GPT teacher head0.335
Teacher spread0.220 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designTheoretical or conceptual
DomainMethods
GenreCommentary

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
Published2008
Admission routes1
Has abstractyes

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