Dampak Fintech Syariah Dalam Meningkatkan Keuangan Inklusif Pada UMKM Di Indonesia
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
Fintech muncul sebagai salah satu dampak dari perkembangan teknologi yang semakin modern, terutama dalam hal keuangan. Fintech hadir untuk menjawab kebutuhan masyarakat akan pentingnya kemudahan dalam setiap proses ekonomi yang melibatkan keuangan. Fintech juga berdampak pada peningkatan UMKM karena UMKM merupakan salah satu upaya masyarakat untuk memperoleh pendapatan melalui pemberdayaan sumber daya dan keterampilan yang dimilikinya. Fintech berbasis syariah akan semakin meningkatkan inklusi keuangan pada UMKM karena pengelolaan keuangan yang dikelola syariah sesuai dengan tuntunan agama, sehingga akan berdampak baik pada pengelolaan keuangan UMKM. Pengelolaan yang baik juga akan berdampak baik bagi peningkatan UMKM sehingga akan meningkatkan stabilitas perekonomian di Indonesia.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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