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Record W2808001155 · doi:10.1080/10509585.2018.1465696

Jane Austen on Paper

2018· article· en· W2808001155 on OpenAlexaff
Miranda Burgess

Bibliographic record

VenueEuropean Romantic Review · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicColonialism, slavery, and trade
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsScarcityRomanceRomanticismPeriod (music)HistorySociologyEconomyAestheticsLiteratureEconomicsArt historyArt

Abstract

fetched live from OpenAlex

This essay explores the economy of Romantic-period paper circa 1790s to 1810s. The material history of paper preoccupied writers in the period, not only because of its volatile role in mediation. I discuss articles from British and Caribbean newspapers, economic histories of the paper trade, and essays on papermaking by Charlotte Smith and Anna Barbauld. These contemporary sources demonstrate that, in times of scarcity consequent on war and economic isolation, British writers used figural discourses of whiteness to promote paper conservation. At the same time, these writers glanced uneasily at the complexly racialized, mobile history of paper, including the participation of Jews in rag gathering and the use of cast-off clothes from enslaved people of color, sailors, and condemned prisoners in the making of paper furnish. Paper’s whiteness suffered continual threat from the traces of this history (materialized by writing and print) and from the instability of its figurations. The precarious whiteness of paper and its dependency on rags link the paper trade practically and figurally with the Atlantic slave economy. I argue that Jane Austen’s novels metonymically address the racialized economy of paper, querying the dependency of the industry—and Romantic literate culture—on racialized networks of injustice.

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)0.002
metaresearch head score (Gemma)0.007
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: Empirical · Consensus signal: none
Teacher disagreement score0.019
Threshold uncertainty score0.065

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0030.004
Scholarly communication0.0050.008
Open science0.0010.003
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0190.005

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 head0.041
GPT teacher head0.341
Teacher spread0.300 · 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
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

Citations3
Published2018
Admission routes1
Has abstractyes

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Same venueEuropean Romantic ReviewSame topicColonialism, slavery, and tradeFrench-language works237,207