PENGEMBANGAN BIBIT BUAH LOKAL UNGGUL DURIAN KUNYIT
Bibliographic record
Abstract
Pengabdian kepada masyarakat ini bertujuan untuk pembibitan tanaman buah lokal unggul durian kunyit untuk menunjang agrowisata di Kecamatan Pupuan Kabupaten Tabanan. Kegiatan pembibitan dimulai dari survei tanaman induk sebagai sumber entris; dilanjutkan dengan penyiapan sarana dan prasarana pembibitan seperti rumah seedling untuk proses grafting, rumah nursery untuk pemeliharaan bibit; penyiapan batang bawah; penyambungan batang bawah dan pucuk dengan teknik top grafting dan side grafting; pemeliharaan bibit hingga siap ditanam. Hasil pengabdian masyarakat menunjukkan bahwa sudah berhasil diproduksi sebanyak 2000 bibit, dan proses produksi akan terus dilanjutkan hingga mencapai 4000 bibit. Bibit tanaman telah ditanam di kebun petani di sekitas areal agrotechnopark di Desa Sanda, Kecamatan Pupuan, Tabanan Kata kunci : pembibitan, buah lokal unggul, durian kunyit, teknik grafting, menunjang, agrowisata
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.065 | 0.023 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".