Teen Religiosity and Fertility in Adulthood in a Canadian Prairie Province
Why this work is in the frame
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Bibliographic record
Abstract
This study examines the association of self-reported religiosity during one's teens with cumulative fertility in adulthood based on a representative sample of women in Alberta, a province in the prairie region of Canada. A significant association is found between these two variables. The association persists even after relevant controls have been taken into account in Poisson regression analysis. Women reporting a high degree of religiosity during their teen years achieve a larger family size than women who stated they were nonreligious or had a low level of religious engagement in their teens. The findings of this study are consistent with the proposition that early life experiences can have long term effects into adulthood, including in this case, cumulative fertility. Religiosity remains an important factor in the explanation of fertility differentials.
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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 | 0.011 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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