Race, Religion, and the Social Integration of New Immigrant Minorities in Canada
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The social integration of Canada's new religious minorities is determined more by their racial minority status than by their religious affiliation or degree of religiosity, according to results from Statistics Canada's 2002 Ethnic Diversity Survey. Interview questions tap life satisfaction, affective ties to Canada, and participation in the wider community. Muslims, Sikhs, Buddhists, and Hindus are slower to integrate socially, mainly because they are mostly racial minorities. Degree of religiosity affects social integration in the same ways as ethnic community attachments in general, positively for some dimensions, negatively for others, and similarly for different religious groups. Patterns are similar in Quebec and the rest of Canada; results carry implications for the debate over “reasonable accommodation” of religious minorities in Quebec, and parallel debates in other provinces and countries.
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.
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 | 0.000 | 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