MétaCan
Menu
Back to cohort
Record W2738093876

Sophie BOULAY (2015), Usurpation de l’identité citoyenne dans l’espace public. Astroturfing, communication et démocratie. Québec, Presses de l’Université du Québec

2017· article· fr· W2738093876 on OpenAlexaboutno aff
Bernard Dagenais

Bibliographic record

VenueCommunication. Information médias théories pratiques · 2017
Typearticle
Languagefr
FieldBusiness, Management and Accounting
TopicSharing Economy and Platforms
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPhilosophyArt
DOInot available

Abstract

fetched live from OpenAlex

L’astroturf est un gazon synthetique que l’on trouve dans les stades sportifs. Il ne jaunit jamais, ne necessite aucune tonte, n’a pas besoin d’etre arrose et ne se change pas en boue lorsqu’il pleut. En somme, il n’a aucun defaut du vrai gazon et possede des qualites que celui-ci n’a pas. En d’autres termes, c’est un faux gazon meilleur que le vrai. Le terme d’astroturfing est devenu dans la litterature la facon de qualifier les strategies de communication se donnant toutes les apparences du...

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.633
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.001
Scholarly communication0.0070.047
Open science0.0030.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.241
Teacher spread0.224 · 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

Citations1
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueCommunication. Information médias théories pratiquesSame topicSharing Economy and PlatformsFrench-language works237,207