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 reflective article describes the author's experience of the common attitude of Indonesian Muslims who are basically uncourageous and afraid of murder, violence, terrorism, radicalism, or the like. Indonesian Muslims prefer to moderate attitude than extreme one. Therefore, Indonesian Muslims--both individual and communal-- will always be moderate from the first onwards. Both experiences while living abroad (Canada) and notably in the country (Indonesia) proved to the author that Indonesian Muslims did not like violence. Moreover, the evidences suggested that the source of violence is external influence. One of related experiences on how Indonesian Muslims abroad tend to avoid violence was also experienced by the author during his lecture at McGill University, Montreal, Canada. In this article the author sketches briefly his story and conclude that the basic characteristics of Indonesian Muslims is moderate, and moderate Muslim trends or movements will be well acceptable and grow up.
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 | 0.003 | 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