The religious switching of immigrants in Canada
Bibliographic record
Abstract
Although the contribution of immigration and religious switching to the changing religious landscape in Canada seems well established, we lack knowledge on the religious switching of immigrants. In this study, we address if and to what extent immigrants to Canada change religion after their arrival. We use data on religious affiliation and other demographic characteristics from the 1981, 1991 and 2001 censuses, as well as from the 2011 National Household Survey and the 2002 Ethnic Diversity Survey to study, in a demographic perspective, the magnitude of religious switching among the immigrant population in Canada across the 30 years of observation. We compare it with the religious switching of the Canadian-born population and look for characteristics associated with religious switching among the population of immigrants. The results show that the patterns of religious switching of immigrants present similarities with that of the Canadian-born even if, in relative terms, net population change associated with religious switching is of a lower magnitude among the immigrant population in the most recent period. Religious background and place of birth appear to be related to religious change among immigrants in Canada.
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How this classification was reachedexpand
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 | 0.001 | 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 | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".