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Record W4377006768 · doi:10.7202/1096032ar

Pratiques de gestion des superviseurs et bien-être eudémonique de leurs subordonnés : une distinction de profils

2023· article· fr· W4377006768 on OpenAlexaff
Irène Samson, Anne‐Marie Paiement, David Emmanuel Hatier, Chloée Bourgeois, Savanah Riopel, Véronique Dagenais Desmarais

Bibliographic record

VenueHumain et Organisation · 2023
Typearticle
Languagefr
FieldPsychology
TopicWorkaholism, burnout, and well-being
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Dans la documentation scientifique, peu d’études s’intéressent au lien entre les styles de supervision et la santé psychologique des subordonnés. De plus, aucune étude n’aurait établi le lien entre les styles de supervision et le bien-être eudémonique au travail. Selon la théorie de l’autodétermination, un individu vit du bien-être psychologique lorsque ses besoins psychologiques d’autonomie, de compétence et d’appartenance sont satisfaits. Une étude a été effectuée auprès de 95 travailleurs, puis une analyse de classification en deux étapes a fait ressortir trois profils de superviseurs : soutenant l’autonomie, psychologiquement contrôlant et ayant un profil intermédiaire. Le style soutenant est celui qui favoriserait le plus le bien–être eudémonique au travail.

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)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.003
Science and technology studies0.0010.004
Scholarly communication0.0040.003
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.077
GPT teacher head0.355
Teacher spread0.278 · 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 designObservational
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
Published2023
Admission routes1
Has abstractyes

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