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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 OpenAlex
Cornelia Dahmer

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.874
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.023
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