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Record W4363654722 · doi:10.4000/sociologies.20795

Le télétravail sous les tropiques : les enseignant·es de Guadeloupe et la continuité pédagogique

2023· article· fr· W4363654722 on OpenAlexaff
Pierre Olivier Weiss, Olivier‐Serge Candau, Maurizio Alì

Bibliographic record

VenueSociologieS · 2023
Typearticle
Languagefr
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Cet article présente les résultats d’une étude sur le télétravail des enseignant·es guadeloupéen·nes (département français d’Outre-mer) en situation de confinement. L’enquête avait pour objectif de mettre au jour les conditions de vie et de travail de cette population pendant l’épidémie de Covid-19. Les résultats obtenus montrent que les stratégies de smartworking mises en place par le gouvernement français et les administrations locales pour faire face à la crise ont engendré une surcharge de travail et un haut niveau d’insatisfaction chez les enseignant·es de l’île, tout en mettant en lumière une série d’inégalités. De plus, il s’avère que les enseignant·es n’ont atteint que partiellement leurs objectifs éducatifs et ont subi le manque de moyens techniques et de ressources numériques dont souffrent les territoires ultramarins.

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)0.002
metaresearch head score (Gemma)0.004
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 score0.311
Threshold uncertainty score0.619

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.003
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0110.001

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 head0.041
GPT teacher head0.336
Teacher spread0.295 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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Same venueSociologieSSame topicMigration and Labor DynamicsFrench-language works237,207