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Record W3160161103 · doi:10.14428/rcompro.vi12.61583

Genre et Communication : quels enjeux pour les pratiques professionnelles en communication ?

2021· article· fr· W3160161103 on OpenAlexaff
Sandrine Roginsky, Josianne Millette, Valérie Lépine

Bibliographic record

VenueRevue Communication & professionnalisation · 2021
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Communication : quels enjeux pour les pratiques professionnelles... Le genre apparat comme une dimension non ngligeable dans l'apprhension des mtiers et des parcours professionnels de la communication dans toutes ses dclinaisons (relations publiques, presse, publicit, journalisme d'entreprise, communication externe, interne, etc.). On trouve en sociologie du travail des recherches s'intressant au thme de la fminisation des mtiers et des professions, qui, par exemple, interrogent une possible dvalorisation induite par l'arrive des femmes, se penchent sur une division du travail o se rvlent les principes de diffrenciation et de hirarchisation entre les tches masculines et fminines (Malochet, 2007, 6), ou encore posent la question des discriminations en organisations. Ces travaux amnent considrer la transversalit des rapports de genre, puisque les trajectoires professionnelles doivent tre articules aux modalits de travail et aux activits proprement dites. D 'ailleurs, pour Miller (cit par Caron, 2004), le genre occupe une position centrale dans la vie organisationnelle.

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)0.010
metaresearch head score (Gemma)0.019
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 score0.023
Threshold uncertainty score0.062

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.019
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.005
Science and technology studies0.0110.039
Scholarly communication0.0230.024
Open science0.0020.006
Research integrity0.0060.008
Insufficient payload (model declined to judge)0.0150.004

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 head0.332
GPT teacher head0.508
Teacher spread0.176 · 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".

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Citations1
Published2021
Admission routes1
Has abstractyes

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