Ahmadiyya and secularism: Religious persecution at home affects endorsement for secular values in Canada
Bibliographic record
Abstract
Contrary to the common notion that Muslims are fundamentalist, anti-modern, and against Western norms (hence their opposition to secularism), this paper argues that Muslims are not homogeneous. Therefore, their approach to secularism is not a matter of their assumed fixed religiosity. One recognises that, after seeing the Ahmadiyya Muslim community endorsing secular values in Canada, the assumption that Muslims coming to the West are anti-secular is misleading. The community’s persecution and loss of religious identity in Pakistan have moderated their approach toward secularism. To prove the hypothesis, Ahmadiyya teachings, addresses by living caliphs, and public statements from Ahmadiyya leaders are used to highlight changes in the community’s approaches toward secularism. The argument is based on the rise of Islamic nationalism in Pakistan, which excluded Ahmadis from the fold of Islam and placed them on the path of persecution. Brief comparative case studies of Alevis and Ismailis are included to strengthen the findings of this paper.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.010 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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".