MétaCan
Menu
Back to cohort
Record W4400216744 · doi:10.1136/medhum-2023-012841

The reckoning table, the periodoscope and the shaping of modern pregnancy in nineteenth-century print forms

2024· article· en· W4400216744 on OpenAlexafffund
Mary Elizabeth Leighton, Lisa Surridge

Bibliographic record

VenueMedical Humanities · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Studies on Reproduction, Gender, Health, and Societal Changes
Canadian institutionsUniversity of Victoria
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsTable (database)HistoryComputer scienceDatabase

Abstract

fetched live from OpenAlex

How did Victorian print forms shape experiences of pregnancy? This article focuses on pregnancy calendars, a form that rose to prominence in nineteenth-century Britain and Europe. Such calendars appeared in tabular as well as circular formats and were printed in books, periodicals and pocketbooks designed for both medical practitioners and fertile women. These calendars shaped the nebulous period of human gestation, giving pregnancy narrative form by dividing it temporally into stages and highlighting key events and medical interventions. In the nineteenth century, these printed pregnancy calendars mediated between women's personal experiences and gestational body time as well as medical management of that time. During this period, such calendars-which included the columnar reckoning table as well as the circular periodoscope-functioned as instruments of both medical control and female agency. Although they did not enable pregnant women to critique the medicalisation of pregnancy, they nevertheless accorded to such women some power in managing their reproductive bodies.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.994
Threshold uncertainty score0.061

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.037
Scholarly communication0.0070.003
Open science0.0000.003
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 head0.065
GPT teacher head0.268
Teacher spread0.203 · 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.

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

Citations2
Published2024
Admission routes2
Has abstractyes

Explore more

Same venueMedical HumanitiesSame topicHistorical Studies on Reproduction, Gender, Health, and Societal ChangesFrench-language works237,207