Pengembangan WEBGIS Eduwisata Jorong Tabek: Upaya Peningkatan Daya Tarik Wisata Unggulan Kabupaten Solok
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
Tim Pengabdian kepada Masyarakat melaksanakaan Program Kemitraan Kepada Masyarakat di KBA, Jorong Tabek, Nagari Talang Babungo, yang saat ini berkembang menjadi salah satu daerah Wisata di Kabupaten Solok. Tim pengabdian mengidentifikasi permasalahan pengelolaan kepariwisataan, terutama dengan tidak adanya media promosi wisata yang dimiliki masyarakat pengelola wisata. Pengabdian kepada masyarakat di KBA Tabek dilakukan dengan mendampingi masyarakat dalam mempromosikan kepariwisataan yang dikelola secara swadaya oleh masyarakat melalui 2 tahapan kegiatan, pertama melakukan pengembangan WebGis Eduwisata yang mencakup kegiatan pengumpulan data Webgis dan perancangan WebGis. Tahapan kedua dilanjutkan dengan mengadakan pelatihan kepada calon Admin WebGis, agar WebGis dapat dikelola selanjutnya dapat secara mandiri dikelola oleh masyarakat. Tim pengabdian kepada Masyarakat berharap dengan pengembangan WebGis, dapat dimanfaatkan sebagai media informasi dan media Promosi kepariwisataan Jorong Tabek, Nagari Talang Babungo.
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 | 0.011 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.006 | 0.003 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.006 | 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