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Record W7055683156

Dérives de la recherche et\n détresse psychologique chez les universitaires

2017· article· fr· W7055683156 on OpenAlexaff

Bibliographic record

VenueÉrudit (Université de Montréal) · 2017
Typearticle
Languagefr
FieldMaterials Science
TopicThermal properties of materials
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsPsychiatric comorbidityOccupational trainingContext (archaeology)
DOInot available

Abstract

fetched live from OpenAlex

Les professeures et professeurs des universités québécoises se montrent généralement engagés dans leur travail. Pourtant, de 20 à 25 % d’entre eux révèlent avoir vécu un problème d’ordre psychologique lié à ses conditions d’exercice. Comment reconnaître ce qui peut favoriser ou compromettre la santé psychologique et l’engagement dans une carrière professorale ? Comment prévenir les malaises observés et y remédier ? Pour répondre à ces questions et avoir accès aux expériences se profilant derrière les statistiques disponibles, des entretiens ont été réalisés auprès de 18 groupes de membres du corps professoral ayant accepté de lever le voile sur leurs réalités. L’article présente une partie des données issues de cette démarche en portant une attention particulière à la recherche et à ses dérives. Fatigue, désillusion et détresse sont ressenties lorsque les chercheures et chercheurs doivent se conformer à un modèle unique de performance et aux règles insensées de productivité qu’on leur impose.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.780
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.072
GPT teacher head0.281
Teacher spread0.210 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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
Published2017
Admission routes1
Has abstractyes

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Same venueÉrudit (Université de Montréal)Same topicThermal properties of materialsFrench-language works237,207