Bibliographic record
Abstract
Melalui buku ini John Ruhulessin mengelaborasi kajiannya tanpa semata-mata terbelenggu oleh objektivisme yang jumud, tetapi terasa kegundahan dan kegalauan eksistensialnya untuk menggugat sejarah yang dibisukan oleh kekuasaan negara Orde Baru. Sejarah yang dibisukan itu membawa implikasi sosiologis dan politis yang tragis bagi masyarakat Maluku melalui pendekatan keamanan yang represif dan marjinalisasi sistematis melalui stigmatisasi “separatisme RMS” dan proliferasi ketakutan ideologis terhadap hantu RMS. Kedua hal yang disebut terakhir itu pada gilirannya justru menciptakan efek balik yang kontra-produktif: bukannya makin menihilkan ingatan kolektif tentang RMS tetapi malah mengabadikannya sebagai propaganda politik dalam struktur kesadaran sosial masyarakat Maluku.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.008 |
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; both teacher heads agree on what is shown here.
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".