Conséquences de l’exode rural sur la composition par sexe des populations des campagnes
Bibliographic record
Abstract
L'examen de l'évolution du peuplement de la province de Québec révèle l’existence de puissants courants migratoires qui modifient radicalement les structures démographiques dans les régions de départ et les régions d'accueil En agissant comme un prélèvement sélectif sur les populations des zones de refoulement, les migrations intérieures de population contribuent à créer des déséquilibres graves dans la composition par sexes des populations concernées. En particulier, il apparaît que les effectifs démographiques des campagnes sont caractérisés par la supériorité numérique du groupe masculin et que l’élément féminin prédomine en milieu urbain. La dissymétrie observable dans la structure des sexes des populations rurale et urbaine, conséquence du processus de déféminisation progressive des campagnes recèle le germe de migrations futures nécessaires au rétablissement de l’équilibre des sexes.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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".