MOMENTUM PENATAAN ULANG ORGANISASI PEMERINTAH DAERAH KABUPATEN/ KOTA PADA ERA “NEW NORMAL”
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
Pandemi virus corona menuntut seluruh sektor untuk berbenah dan menyesuaikan diri dengan kondisi normal baru (new normal), tidak terkecuali organisasi Pemerintah Daerah. Pemerintah Daerah sebaiknya melakukan beberapa langkah perubahan untuk memberikan dorongan (driving force) agar organisasi pemerintah daerah lebih efektif dan efisien dalam menjalan tugas dan fungsinya. Penelitian ini bertujuan untuk memberikan konsep baru dalam rangka penataan organisasi pemerintah daerah di era “new normal“ serta menghadapi revolusi industry 4.0 dengan menggunakan metode penelitian studi literatur. Konsep baru yang ditawarkan dalam penataaan organisasi pemerintah daerah mencakup 6 (enam) aspek, diantaranya aspek strategi, aspek struktur, aspek proses, aspek masyarakat, aspek teknologi dan aspek kepemimpinan.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.041 | 0.005 |
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