Transmission intergénérationnelle de la reproduction au Saguenay à la fin du XIXe siècle
Bibliographic record
Abstract
Cet article présente les résultats d'une étude sur la transmission intergénérationnelle des comportements des femmes saguenayennes en matière de reproduction. Les données utilisées proviennent du fichier de population BALSAC (Institut interuniversitaire de recherches sur les populations, Université du Québec à Chicoutimi). L'analyse est basée sur une comparaison entre la reproduction (nombre d'enfants et âge à la maternité) des mères nées dans la région du Saguenay entre 1850 et 1880 et celle de leurs enfants (filles et garçons). Les résultats obtenus montrent qu'il existe une relation positive d'une génération à l'autre en ce qui a trait au nombre d'enfants ainsi qu'à l'âge à la naissance du premier enfant.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".