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Different Strokes, Same Folk: Designing the Multi‐Form Digital Edition

2010· article· en· W2054642852 on OpenAlexaff
Daniel Paul O’Donnell

Bibliographic record

VenueLiterature Compass · 2010
Typearticle
Languageen
FieldArts and Humanities
TopicDigital Humanities and Scholarship
Canadian institutionsUniversity of Lethbridge
Fundersnot available
KeywordsCompassTest (biology)LiteratureComputer sciencePsychologyHistoryLinguisticsArtPhilosophyCartography

Abstract

fetched live from OpenAlex

Abstract Early digital editions were for the most part self‐consciously tentative and experimental. They were published as initial offerings in what were seen as many year multi‐year projects or as experiments in the application of digital media to textual problems. Cædmon’s Hymn: A Multimedia Study, Edition, and Archive was designed to test how digital editions might function as complete, standalone scholarly works. The edition focused on a small text that, although complicated, could nevertheless be digitized quickly, and it engaged in a number of experiments with form. One of the more important conclusions was that print and ‘digital’ are not nearly as oppositional as some popular discussions imply. In this edition, print and screen are used to complement each other by providing the user with different types of information based on the various strengths of the media. This article is part of a Literature Compass special issue on ‘Scholarly Editing in the Twenty‐First Century’. The special issue is made up of the following pieces: ‘Special Issue: “Scholarly Editing in the Twenty‐First Century”– Preface’, Regenia Gagnier, Literature Compass 7.2 (2010): 33–34, doi: 10.1111/j.1741‐4113.2009.00672.x . ‘Special Issue: “Scholarly Editing in the Twenty‐First Century”– Introduction’, Arthur F. Marotti, Literature Compass 7.2 (2010): 35–36, doi: 10.1111/j.1741‐4113.2009.00673.x . ‘Electronic Archives and Critical Editing’, Jerome McGann, Literature Compass 7.2 (2010): 37–42, doi: 10.1111/j.1741‐4113.2009.00674.x . ‘Theorizing the Digital Scholarly Edition’, Hans Walter Gabler, Literature Compass 7.2 (2010): 43–56, doi: 10.1111/j.1741‐4113.2009.00675.x . ‘Editing Without Walls’, Peter Robinson, Literature Compass 7.2 (2010): 57–61, doi: 10.1111/j.1741‐4113.2009.00676.x . ‘Our Affection for Books’, Susan J. Wolfson, Literature Compass 7.2 (2010): 62–71, doi: 10.1111/j.1741‐4113.2009.00677.x . ‘His Days Among the Dead Are No Longer Passed: Editing Robert Southey’, Lynda Pratt, Literature Compass 7.2 (2010): 72–81, doi: 10.1111/j.1741‐4113.2009.00678.x . ‘Different Demands, Different Priorities: Electronic and Print Editions’, Stuart Curran, Literature Compass 7.2 (2010): 82–88, doi: 10.1111/j.1741‐4113.2009.00679.x . ‘Editing Manuscripts in Print and Digital Forms’, Arthur F. Marotti, Literature Compass 7.2 (2010): 89–94, doi: 10.1111/j.1741‐4113.2009.00680.x . ‘All of the Above: The Importance of Multiple Editions of Renaissance Manuscripts’, Steven W. May, Literature Compass 7.2 (2010): 95–101, doi: 10.1111/j.1741‐4113.2009.00681.x . ‘Editing Early Modern Women’s Manuscripts: Theory, Electronic Editions, and the Accidental Copy‐Text’, Margaret J.M. Ezell, Literature Compass 7.2 (2010): 102–109, doi: 10.1111/j.1741‐4113.2009.00682.x . ‘Different Strokes, Same Folk: Designing the Multi‐form Digital Edition’, Daniel Paul O’Donnell, Literature Compass 7.2 (2010): 110–119, doi: 10.1111/j.1741‐4113.2009.00683.x . ‘Special Issue: “Scholarly Editing in the Twenty‐First Century”– A Conclusion’, Laura Mandell, Literature Compass 7.2 (2010): 120–133, doi: 10.1111/j.1741‐4113.2009.00684.x . ‘Special Issue: “Scholarly Editing in the Twenty‐First Century”– Combined Bibliography’, Marotti et al., Literature Compass 7.2 (2010): 134–144, doi: 10.1111/j.1741‐4113.2009.00685.x .

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)0.011
metaresearch head score (Gemma)0.038
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.990
Threshold uncertainty score0.061

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.038
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0040.007
Scholarly communication0.0100.013
Open science0.0020.007
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0130.003

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 head0.030
GPT teacher head0.222
Teacher spread0.193 · 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.

Study designQualitative
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".

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Citations2
Published2010
Admission routes1
Has abstractyes

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