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Record W3046228186 · doi:10.4000/revuehn.381

Décomposer les humanités numériques

2020· article· fr· W3046228186 on OpenAlexaff
Michael Piotrowski, Aris Xanthos

Bibliographic record

VenueHumanités numériques · 2020
Typearticle
Languagefr
FieldComputer Science
TopicCultural Insights and Digital Impacts
Canadian institutionsCanadian Society for Digital Humanities
Fundersnot available
KeywordsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

La définition des humanités numériques n’a cessé de faire l’objet de controverses depuis l’introduction de ce terme, au point de valoir à ce champ de recherche la réputation d’être indéfinissable. En dépit de la fierté que d’aucuns semblent tirer de cette réputation, non seulement l’absence d’une définition cohérente suscite critiques et débats parfois acrimonieux, mais elle engendre des difficultés de plus en plus sérieuses dans le contexte de l’institutionnalisation progressive des humanités numériques.Plutôt que de s’efforcer vainement de trouver une définition descriptive et en même temps rigoureuse des humanités numériques, nous proposons une définition stipulative qui les décompose en humanités numériques théoriques et appliquées : les humanités numériques théoriques sont la discipline métascientifique dont l’objet est la conception de méthodes de modélisation formelle que les humanités numériques appliquées mettent en œuvre au sein des diverses disciplines de sciences humaines et sociales.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.878
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0080.009
Open science0.0020.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.002

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 head0.586
GPT teacher head0.346
Teacher spread0.240 · 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

Citations6
Published2020
Admission routes1
Has abstractyes

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