ANALISIS DINAMIKA KESEJAHTERAAN PETANI DI PROVINSI JAWA TIMUR
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
East Java province has the largest rice field in Indonesia. East Java can contribute to improving economic growth and reducing poverty. Farmers Exchange Rate (NTP) is one indicator determinant of farmers welfare. NTP is formed from a price index related to inflation, where inflation is also formed from a price change. This study aims to analyze the dynamics of farmer’s welfare in East Java Province observed through quarterly data from 2006 quarter 2 to 2015 quarter 4 with the Vector Error Correction Model (VECM) Method. The results of this study indicate that inflation has the largest proportion and long-term impact in affecting NTP. The interest rate is a variable that affects the NTP with a considerable proportion when compared with the GRDP. Just like inflation, credit interest rates (IR) affect NTP in the long run. Meanwhile, PDRB is the only variable affecting NTP in the short term.
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 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 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