Penyelamatan Perkaretan Nasional Melalui Kebijakan Peningkatan Konsumsi Karet Alam Domestik
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
Perkaretan Indonesia saat ini tidak sedang dalam kondisi baik. Banyak pabrik pengolahan karet remah yang sudah mengalami penutupan. Jika kondisi tersebut tidak segera di atasi, bukan tidak mungkin karet alam Indonesia akan segera punah. Indonesia sebagai negara dengan lahan karet terluas di dunia dan produsen karet terbesar kedua perlu segera memikirkan langkah-langkah strategis untuk memitigasinya. Beberapa alternatif kebijakan yang dapat diusulkan adalah peningkatan penyerapan karet alam domestik melalui sektor pertanian, pertambangan, kesehatan, otomotif, infrastruktur, dan gaya hidup. Pilihan kebijakan yang dipilih adalah peningkatan konsumsi domestik melalui sektor infrastruktur berdasarkan analisis tabel input-output 2016.
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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.006 |
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