Facing illegitimate motherhood in eighteenth-century Antwerp: how changing contexts influenced the experiences of single mothers
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.
Bibliographic record
Abstract
Abstract This article assesses the wide range of experiences of illegitimacy in eighteenth-century Antwerp. It exposes many instances of pauper agency, yet also cautions against simply assuming that all single mothers were similarly forceful in their dealings with illegitimacy. Four key factors affected the options a single mother had at her disposal in dealing with illegitimate pregnancy: the way poor relief was organised, the relative accessibility of judicial processes, the administrative settings, and the prevailing ideas about illegitimacy and morality among the general community. The article shows how these factors changed in the final quarter of the eighteenth century, impacting on the strategies that single mothers could adopt.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it