Pemberdayaan Lembaga Pendidikan Al-Qur'an di Kecamatan Turi Sleman dalam Persiapan Supervisi Tingkat Regional
Bibliographic record
Abstract
Tujuan dari program pengabdian ini yaitu untuk meningkatkan pengetahuan dan keterampilan bagi pengurus TKA-TPA dalam menjalankan proses KBM baca tulis Al-Qur’an yang sesuai dengan standar. Beberapa luaran yang ditargetkan dalam program pengabdian ini yaitu draft artikel ilmiah yang siap submit di jurnal bereputasi, konferensi pada kegiatan seminar hasil pengabdian masyarakat, publikasi di media massa, dan dokumentasi video kegiatan pengabdian yang diunggah di youtube. Adapun metode yang akan dilakukan dalam program ini adalah: 1) mengadakan FGD dengan anggota mitra; 2) memberikan penyuluhan dan pelatihan terkait kegiatan supervisi; 3) pendampingan dalam persiapan pelaksanaan program supervisi khususnya di wilayah Badko Rayon Turi. Program Pengabdian kepada Masyarakat ini akan dilakukan selama tiga bulan dengan melibatkan sumber daya manusia yang dirancang sesuai kepakaran yang dibutuhkan. Tim pengusul terdiri atas dosen bidang Pendidikan, Manajemen Dakwah, dan Al-Islam Kemuhammadiyahan
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.162 | 0.044 |
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".