MétaCan
Menu
← Back to cohort
Record W7137542441

Future Horizons

2023· other· en· W7137542441 on OpenAlexaboutno aff

Bibliographic record

VenueDirectory of Open access Books (OAPEN Foundation) · 2023
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsNew horizonsScience historyThe arts
DOInot available

Abstract

fetched live from OpenAlex

Au fil des vingt et quelques chapitres que compte cet ouvrage, les auteurs explorent le passé, le présent et l’avenir de la recherche, de l’enseignement et de l’expérimentation en sciences humaines numériques au Canada. Ce recueil, qui rassemble les travaux de chercheuses et de chercheurs établis et émergents, présente des initiatives contemporaines dans le domaine des sciences humaines numériques. Celles-ci sont conjuguées à un réexamen de l’héritage légué par ce domaine jusqu’à ce jour et à des discussions sur son potentiel. Future Horizons jette aussi un regard historique sur des projets numériques d’envergure, quoique largement méconnus, qui ont été réalisés au Canada. Future Horizons fait plonger le lecteur dans des projets qui mettent à contribution une vaste gamme d’approches — des jeux numériques aux laboratoires ouverts, des archives sonores à la poésie numérique, des arts visuels à l’analyse textuelle numérique — et qui puisent dans des matériaux canadiens tant historiques que contemporains. Dans leurs essais, les auteurs font voir comment une telle diversité d’approches remet en cause la connaissance en permettant aux chercheurs de poser de nouvelles questions.Ce recueil remet en question l’idée selon laquelle il n’existerait qu’une seule définition des sciences humaines numériques ou une seule identité collective nationale. En observant les interactions du numérique avec la race, l’autochtonie, le genre et la sexualité — sans oublier l’histoire, la poésie et le concept de nation —, Future Horizons propose une vue élargie du travail à l’intersection des sciences humaines numériques et des sciences humaines traditionnelles dans le Canada d’aujourd’hui. Ce livre est publié en anglais.Formats disponibles : couverture souple, PDF accessible et ePub accessible.Across more than twenty chapters, Future Horizons explores the past, present, and future of digital humanities research, teaching, and experimentation in Canada. Bringing together work by established and emerging scholars, this collection presents contemporary initiatives in digital humanities alongside a reassessment of the field’s legacy to date and conversations about its future potential. It also offers a historical view of the important, yet largely unknown, digital projects in Canada. Future Horizons offers deep dives into projects that enlist a diverse range of approaches—from digital games to makerspaces, sound archives to born-digital poetry, visual arts to digital textual analysis—and that work with both historical and contemporary Canadian materials. The essays demonstrate how these diverse approaches challenge disciplinary knowledge by enabling humanities researchers to ask new questions.The collection challenges the idea that there is either a single definition of digital humanities or a collective national identity. By looking to digital engagements with race, Indigeneity, gender, and sexuality—not to mention history, poetry, and nationhood—this volume expands what it means to work at the intersection of digital humanities and humanities in Canada today.Available formats: trade paperback, accessible PDF, and accessible ePub

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)0.004
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.295
Threshold uncertainty score0.987

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0050.003
Scholarly communication0.0140.010
Open science0.0020.006
Research integrity0.0080.006
Insufficient payload (model declined to judge)0.2950.112

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 head0.086
GPT teacher head0.417
Teacher spread0.330 · 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 designNot applicable
Domainnot available
GenreOther

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

Explore more

Same venueDirectory of Open access Books (OAPEN Foundation)→French-language works237,207→