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Record W7117675508 · doi:10.4000/15ffl

“The Bag of Secrets untied, they fly about like Birds let loose from a Cage”: The Unsaid in a Restoration Female Conduct Book – The Marquess of Halifax’s Advice to a Daughter (1688)

2025· article· en· W7117675508 on OpenAlexaboutno aff
Cornelia Dahmer

Bibliographic record

VenueXVII-XVIII · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicEarly Modern Women Writers
Canadian institutionsnot available
Fundersnot available
KeywordsUnsaidAdvice (programming)Power (physics)George (robot)EliteSubject (documents)

Abstract

fetched live from OpenAlex

The article addresses the issue of Restoration female conduct book advice concerning what to leave unsaid, for this purpose loosely defined as a thematic absence within speech. Specifically, the paper looks at George Savile Marquess of Halifax’s 1688 conduct book Advice to a Daugher to show, (a) how advice on what to leave unsaid is linked to traditional recommendations of (female) taciturnity, (b) which subject areas are categorized as unspeakable, and (c) how the advice differs concerning specific interlocutors. It is argued that Halifax presents leaving things unsaid as a strategy to communicate and consolidate elite women’s place in the social hierarchy. Three categories of the unsaid were identified in this context: the aristocratic male author’s power strategy of not sharing his whole knowledge, the silencing of the female addressee discouraged from freely sharing her thoughts and the subversive use of thematic absences for purposes of female self-affirmation and self-protection.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.051
Threshold uncertainty score0.102

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0110.011
Scholarly communication0.0030.001
Open science0.0000.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.001

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 head0.023
GPT teacher head0.260
Teacher spread0.236 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueXVII-XVIIISame topicEarly Modern Women WritersFrench-language works237,207