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Record W2477022079 · doi:10.1017/chol9780521572439.024

Print and Public Science

2003· book-chapter· en· W2477022079 on OpenAlexaboutno aff
Adrian Johns

Bibliographic record

VenueCambridge University Press eBooks · 2003
Typebook-chapter
Languageen
FieldArts and Humanities
TopicHistory of Science and Medicine
Canadian institutionsnot available
Fundersnot available
KeywordsRealmUnderpinningEnlightenmentSubject (documents)ArchetypePrincipal (computer security)Quarter (Canadian coin)Representation (politics)HistoryArtLiteratureEpistemologyEngineeringPolitical sciencePoliticsComputer sciencePhilosophyLawLibrary scienceArchaeology

Abstract

fetched live from OpenAlex

CULTURES OF PRINT AT THE ONSET OF ENLIGHTENMENT During the eighteenth century, natural knowledge became the focus, the vehicle, and the archetype of public enlightenment. This chapter describes some of the most important conditions underpinning that development. Its central subject is a distinctive realm of print that matured toward the end of the seventeenth century and lasted until the first quarter of the nineteenth – a realm differing in important respects from anything that had existed before. The chapter explains its principal characteristics, showing how they came about and why in the end they proved unstable. It outlines how printed materials were made, circulated, and put to use. From there it proceeds to explain how the features of this realm affected the creation and distribution of knowledge. The materials created by printers and booksellers – not only books themselves but also new objects such as periodicals – substantially changed the construction and representation of knowledge. The chapter’s major claims in this regard are of a general character. They are certainly applicable to what we would now call science; but they also extend far beyond that, and encompass knowledge of many other kinds. The world of the book in the eighteenth century was simultaneously uniform and various. On the one hand, the régimes of custom and regulation guiding the conduct of printing and publishing in most countries rested, to a greater or lesser extent, on similar mechanisms of guilds, licensing, patronage, and privileges. In France, for example, Louis XIV’s reign saw the establishment of a comprehensive system of press regulation based on these foundations that would last until the revolution a century later.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.995
Threshold uncertainty score0.103

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0050.012
Scholarly communication0.0090.006
Open science0.0010.003
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0310.005

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 head0.048
GPT teacher head0.191
Teacher spread0.142 · 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 designTheoretical or conceptual
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

Citations8
Published2003
Admission routes1
Has abstractyes

Explore more

Same venueCambridge University Press eBooksSame topicHistory of Science and MedicineFrench-language works237,207