Bibliographic record
Abstract
Claudine Coquard-Durand, Living at Moulins or in the Country in the Late 18th century Because they make up a corpus relating to the daily life of the many inhabitants of provincial France, marginal to revolutionary events in themselves, the records of the justices of the peace provide a wealth of evidence of the problems encountered here and there. The author attempts to give an overview, from loft to cellar and from head to toes, of the customs of the Bourbonnais province, which became the Allier département in 1790. Within this context, she presents a comparison of factors such as the home, lifestyle, eating and dressing habits of provincial folk, differences which depended on whether they lived in, town or country. Far from the Parisian life described with vigour and passion by Daniel Roche, these inhabitants of central France had many identical features, even though life in the western part of Moulins tended to differ from that in the small hill and plateau towns and villages situated between the Sioule and Bouble rivers. This was less a matter of geographical or demographic diversity than the result of differences in social level prevalent in the late 1 8th century.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".