PENDAMPINGAN PERIZINAN PIRT DAN SERTIFIKASI HALAL PRODUK BAKPIA DAN MAKANAN RINGAN PELAKU UMKM DUSUN LOPATI, TRIMURTI, SRANDAKAN, BANTUL
Bibliographic record
Abstract
Kegiatan pengabdian masyarakat ini ditujukan kepada UMKM Industri Produk Bakpia danMakanan Ringan Dusun Lopati, Trimurti, Srandakan, Bantul. Menurut Kepala Dusun Lopati,Timurti, Srandakan, Bantul, baru terdapat 1 (satu) pelaku UMKM di Dusun Lopati yangsudah memiliki izin PIRT. Tujuan kegiatan ini adalah untuk memfasilitasi para pelakuUMKM Industri Bakpia dan Makanan Ringan dusun Lopati untuk mendapatkan nomor izinPIRT. Kegiatan ini dilakukan dengan metode, penyuluhan sertifikasi halal oleh penyelia halalMajelis Ulama Indonesia, dan bimbingan teknis keamanan pangan dari Dinas KesehatanBantul dengan mengikutsertakan kegiatan pre test dan post test pada masing-masing kegiatan.Kegiatan diawali dengan Penyuluhan Bimtek Keamanan Pangan Industri Rumah TanggaPangan (IRTP) dari Dinas Kesehatan Kabupaten Bantul. Dilanjutkan dengan penyuluhanproses pengurusan Sertifikasi Halal oleh Penyelia Halal Majelis Ulama Indonesia sekaligusDosen Pembimbing Lapangan (DPL) Kelompok KKN 098 UMY. Melalui fasilitasi dariKelompok KKN 098 UMY, kegiatan pengabdian masyarakat ini berhasil menghantarkan 6UMKM mendapatkan SPP-IRT (Bakpia 383, Bakpia Indri, Bakpia 065, Bakpia 93, StickTahu, dan Bolu Eko) yang diserahkan langsung kepada para pemilik UMKM. Denganmemiliki SPP-IRT ditambah dengan sertifikat halal, mutu dan keamanan produk akanterjamin sehingga kepercayaan dan minat beli konsumen meningkat yang pada akhirnya akanmemperluas area pemasaran dan peningkatkan volume penjualan produk UMKM IndustriBakpia dan Produk Makanan Ringan Dusun Lopati, Trimurti, Srandakan, Bantul.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.018 | 0.004 |
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".