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
Since 1998, which marked the end of the thirty-three-year New Order regime under President Suharto, there has been a dramatic increase in ethnic conflict and violence in Indonesia. In his innovative and persuasive account, Jacques Bertrand argues that conflicts in Maluku, Kalimantan, Aceh, Papua, and East Timur were a result of the New Order's narrow and constraining reinterpretation of Indonesia's 'national model'. The author shows how, at the end of the 1990s, this national model came under intense pressure at the prospect of institutional transformation, a reconfiguration of ethnic relations, and an increase in the role of Islam in Indonesia's political institutions. It was within the context of these challenges, that the very definition of the Indonesian nation and what it meant to be Indonesian came under scrutiny. The book sheds light on the roots of religious and ethnic conflict at a turning point in Indonesia's history.
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 | 0.001 |
| 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