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
This is the first single-volume study of the Islamisation of Indonesia from the first evidence of the acceptance of Islam by indigenous peoples until the present day. It offers an overview of the religion’s growing significance in the formation of what is now the largest and most populous Muslim country in the world, the greatest political power in Southeast Asia, and a growing player on the world scene. With close to a quarter of a billion Muslims, Indonesia is still overlooked by historians of Islam and other specialists in the Muslim world, while Southeast Asianists often underestimate the importance of Islam in the shaping of Indonesia. This survey provides a comprehensive insight into the different roles played by Islam in Indonesia throughout history: From the earliest evidence of its presence in the late thirteenth century; the importance of Indian Ocean networks for connecting Indonesians with the wider Islamic world; the religion’s role as a means of resistance and tool for nation building; and postcolonial attempts to forge an ‘Indonesian Islam’.
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 | 0.000 | 0.000 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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