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Record W4406674362 · doi:10.7202/1115296ar

Quelle culture commune pour une profession universitaire segmentée ?

2023· article· fr· W4406674362 on OpenAlexvenueno aff
Louis Gabrysiak

Bibliographic record

VenueSociologie et sociétés · 2023
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesSociologyArtPolitical science

Abstract

fetched live from OpenAlex

Cet article étudie, à partir d’une enquête auprès d’universitaires de sciences, lettres et sciences humaines, ce qui peut constituer une culture commune à la profession universitaire. La profession universitaire est souvent étudiée sous l’angle de sa fragmentation, de la différenciation croissante entre les trajectoires et carrières des universitaires. Les entretiens biographiques réalisés auprès d’enseignants-chercheurs ont néanmoins fait apparaître des points communs dans les manières de se raconter et de rendre compte de leurs trajectoires, de revendiquer une fonction spécifique au sein de l’espace social. Cette culture se caractérise par l’attachement à un idéal de l’université comme corps autonome de savants. Elle s’acquiert de manière individualisée par un contact prolongé avec le corps, plus que par l’action réglée de l’institution. La mise en lumière de cette culture commune permet de montrer que la différenciation et la segmentation des pratiques sont pour une part le résultat de cette culture.

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)0.012
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.077

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0130.012
Scholarly communication0.0140.008
Open science0.0010.007
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0090.001

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 head0.634
GPT teacher head0.612
Teacher spread0.021 · 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

Citations2
Published2023
Admission routes1
Has abstractyes

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