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
Beberapa hari belakangan dunia per-BPJS-an dihebohkan oleh sindiran Menteri Kesehatan terhadap orang kaya termasuk konglomerat yang berobat menggunakan BPJS. Menkes kemudian mengklarifikasi pada saat Rapat Kerja Komisi IX tanggal 26/11/2022 bahwa sindiran tersebut dimaksudkan untuk membeberkan upaya pemerintah agar BPJS tetap bertahan saat terus mengalami defisit. Namun, Menkes tetap akan membuktikan sindirannya dengan akan mengecek data 1000 orang dengan tagihan biaya perawatan kesehatan BPJS paling tinggi. Kemudian, dia akan mengukur kekayaan 1000 orang tersebut melalui besaran listrik yang dikonsumsi.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| 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