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Record W3032081053 · doi:10.4000/communiquer.4854

Le travail émotionnel des adolescents face au web affectif. L’exemple de la réception d’images violentes, sexuelles et haineuses

2020· article· fr· W3032081053 on OpenAlexvenueno aff
Sophie Jéhel, Serge Proulx

Bibliographic record

VenueCommuniquer Revue de communication sociale et publique · 2020
Typearticle
Languagefr
FieldSocial Sciences
TopicDigital Economy and Work Transformation
Canadian institutionsnot available
FundersAgence Nationale de la Recherche
KeywordsHumanitiesPsychologyArt

Abstract

fetched live from OpenAlex

Dans cet article, nous proposons d’expliquer comment le fonctionnement affectif des plateformes numériques se répercute sur le rapport des adolescents aux contenus web du fait des émotions qu’ils peuvent déclencher et de leurs dispositions individuelles à les recevoir. Nous explorons l’écart entre, d’une part, les affects autorisés et calculés par les plateformes et, d’autre part, les émotions ressenties par les individus face aux contenus informationnels qui leur parviennent à travers ces espaces. Nous nous appuyons sur un triple cadre théorique : l’hypothèse du « digital labour », entendu comme une mise au travail des internautes; le « web affectif », qui stimule ce travail par la captation de l’attention et la récupération des affects; et la « surveillance panoptique », qui accroît la tension émotionnelle par la mise en visibilité des images. Le travail émotionnel des adolescents apparaît en fin de compte polysémique et difficile à interpréter sans le recours à une grille d’analyse plurielle et l’écoute attentive des expériences individuelles.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.806
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.002
Scholarly communication0.0010.004
Open science0.0020.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.029
GPT teacher head0.297
Teacher spread0.268 · 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 teacher head, not a consensus.

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

Citations2
Published2020
Admission routes1
Has abstractyes

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