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Record W6997039326

Twenty-First Century Book Studies: The State of the Discipline

2019· article· en· W6997039326 on OpenAlexaboutno aff

Bibliographic record

VenueFigshare · 2019
Typearticle
Languageen
FieldEngineering
TopicAdvanced Chemical Sensor Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsPeriod (music)PublishingTheme (computing)State (computer science)Reading (process)
DOInot available

Abstract

fetched live from OpenAlex

During the 25th annual Society for the History of Authorship, Reading and Publishing (SHARP)\nconference in 2017, held at the University of Victoria, Canada, Stevie Marsden and Rachel\nNoorda moderated a workshop on the topic of “The Twenty-First Century Book.” Six scholars\n(Beth Driscoll, Per Henningsgaard, Simone Murray, DeNel Rehberg-Sedo, Simon Rowberry and\nClaire Squires), whose research is predominantly positioned within the twenty-first century, were\ninvited to discuss the challenges and opportunities for study of the twenty-first century book.\nThe 2017 SHARP conference, “Technologies of the Book”, seemed the perfect setting to hold\nthis workshop. Not only did the conference theme complement many of the twenty-first century\nbook subjects discussed during the workshop, but as it was SHARP’s 25th annual conference, it\nwas imbued with reflection on the society’s past twenty-five years and the community of\nscholars it has developed. Indeed, SHARP membership data indicates that many of its members\nare interested in twenty-first century research and scholarship: thirty-four percent of SHARP\nmembers who indicated a historical period in their membership data listed the twenty-first \ncentury as a period of interest, either as an exclusive historical period of study or alongside other\nperiods, particularly the twentieth century. Thus twenty-first century book research is a\nsignificant area of SHARP research and a period of study that interests a growing group of\nSHARP members. However, the discussion of twenty-first century book research held during the\nworkshop indicated that there was a need for a fuller examination of the state of the discipline of\nthe twenty-first century book. Accordingly, this article will explore and examine current trends,\nthemes and critical discourse related to the twenty-first century of the book in order to explicate\nthe current state of twenty-first century book studies.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.418
Threshold uncertainty score0.997

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.237
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.

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
Published2019
Admission routes1
Has abstractyes

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