Exploring Islam from an American Perspective: A Study of the Views of McGill University Alumni in Indonesia
Bibliographic record
Abstract
This study aims to explore the dynamics of Islamic studies from a Western perspective, through the views of Indonesian alumni who have studied at McGill University, Canada. Using a qualitative approach and case study design, this research explores how cross-cultural academic experiences can shape a more critical, contextual, and interdisciplinary understanding of Islam. The main focus of this study is the paradigm shift in Islamic studies in the West, which was initially dominated by orientalism, towards a more open and dialogical scientific approach. Based on in-depth interviews with three McGill alumni who are actively involved in academics and religious activities in Indonesia, the findings suggest that McGill University plays a significant role in shaping reflective Islamic thought, adaptive to social realities, and supporting moderate values such as democracy, human rights, and pluralism. The implications of these findings are crucial for the development of Islamic studies in Indonesia, offering an approach that is more inclusive and relevant to Indonesia's social and cultural dynamics
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.019 | 0.008 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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".