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Record W4408132370 · doi:10.1017/jbr.2024.187

The End of Print: A Roundtable

2025· article· en· W4408132370 on OpenAlexaff
Nadja Durbach, Tammy M. Proctor, Verônica Calsoni Lima, Ramesh Mallipeddi, Cynthia Richards, Richard Menke

Bibliographic record

VenueJournal of British Studies · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicDigital Humanities and Scholarship
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsHistory

Abstract

fetched live from OpenAlex

Abstract This Roundtable marks the beginning of a new era for the Journal of British Studies ( JBS ). Volume 63, issue 4, October 2024, was the last traditional issue printed on paper. No longer will members of the North American Conference on British Studies receive a bound volume quarterly in the mail. We fully understand that for many of our readers the end of print is emotionally wrought, and it constitutes a loss that is tangible and personal. We know that many people enjoy reading the journal from cover to cover, or dipping in and out, and then archiving it on their bookshelves for future use. In using the journal in this way, our readers have cherished JBS as a material object. As scholars born into an age of mass communication, cheap print, long distance shipping, and widespread literacy, we have taken the format of the academic journal for granted. But as historians we know better than anyone that the only thing constant is change. This Roundtable demonstrates that print—what it is, what it enables, what it means—has always been both capacious and contentious. As editors, we hope these essays spark a critical consideration of the age of print and encourage us to move forward into the new era together, innovating in the ways we produce, disseminate, and consume knowledge.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.731
Threshold uncertainty score0.646

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.056
GPT teacher head0.277
Teacher spread0.221 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2025
Admission routes1
Has abstractyes

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