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Record W7105853399 · doi:10.3828/shandean.2025.4

Sarah Scott’s and Lady Barbara Montagu’s Letters to George Aust

2025· article· en· W7105853399 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThe Shandean. · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicLiterature: history, themes, analysis
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsGeorge (robot)GenerosityScholarshipPublishingCivil servantServant

Abstract

fetched live from OpenAlex

Forty-three previously unpublished letters from the novelist Sarah Scott and Lady Barbara Montagu to George Aust, a civil servant who benefited from their generosity and mentorship, are introduced, transcribed, and annotated. The letters expand Scott’s known correspondence and provide new insights into the life of Scott and Lady Bab at the social, cultural, and economic peripheries, their commitment to charitable action, and Scott’s literary and publishing activities after the success of A Description of Millenium Hall (1762). The introduction features an account of Aust’s life and career, describing his relationships with Scott, Lady Bab, and other figures from the Bath and Batheaston communities. It solidifies scholarship on the proto-feminist projects of social reform in which Scott and Lady Bab engaged, demonstrating how Scott’s activities as a professional writer contributed to their benevolent practices and Christian sociability. The introduction also broaches the economics and logistics of eighteenth-century authorship and literary production, exploring the close attention and expertise that women writers brought to their publications and the print marketplace.

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.

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 score0.402
Threshold uncertainty score1.000

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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.012
GPT teacher head0.211
Teacher spread0.199 · 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