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Record W4386988926 · doi:10.1080/14780038.2023.2253569

Communicating Beyond Death: Examining Suicide Letters from England (1757–1849) and Brazil (1920–1929)

2023· article· en· W4386988926 on OpenAlexaff
Ella Sbaraini, Pedro Frederico Falk

Bibliographic record

VenueCultural and Social History · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Studies on Reproduction, Gender, Health, and Societal Changes
Canadian institutionsUniversity of Calgary
FundersWolfson Foundation
KeywordsInterpersonal violenceInterpersonal communicationHistorySociologySuicide preventionLiteratureCriminologyGender studiesPoison controlSocial scienceArtMedicineMedical emergency

Abstract

fetched live from OpenAlex

This article explores the ways in which people imagined their suicide letters to be tools of posthumous communication, in both eighteenth- and nineteenth-century London, and early twentieth-century Pernambuco. In examining letters from two places with very different religious traditions; at times of very divergent legal approaches to suicide; and at important points of change, this article seeks to examine both the commonalities and cultural specificities of these letters. Using 67 English and 39 Brazilian letters, it explores the suicide letter as a form of writing. It shows that, although death literally destroyed the possibility of interpersonal exchange, its imminence could make for particularly honest epistolary expressions of emotion. It also argues that, for some writers, death was envisaged as a divide which could be breached.

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)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.208
Threshold uncertainty score0.413

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0060.005
Scholarly communication0.0020.002
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.235
GPT teacher head0.303
Teacher spread0.068 · 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 designQualitative
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
Published2023
Admission routes1
Has abstractyes

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