PRODUKSI ROTI HAMBAR KHAS DESA RANTAU KEMINTING HULU SUNGAI TENGAH SEBAGAI SUMBER BELAJAR IPS
Bibliographic record
Abstract
Produksi merupakan sebuah kegiatan pengolahan atau proses menghasilan bentuk bahan mentah menjdi benda siap pakai. Produksi juga merupakan kegiatan yang bertujuan untuk menghasilkan atau menambah nilai guna dari suatu barang atau jasa dan dapat memenuhi kebutuhan masyarakat. Tradisional adalah sikap dan cara berpikir serta bertindak yang selalu berpegang teguh pada norma dan pada adat kebiasaan yang ada secara turun-temurun dilakukan. Tradisional dapat dikatan turun temurun jika masyarakat sekitarnya mengakui dan juga mempercayai kegiatan tersebut. Adapun sumber belajar IPS merupakan segala sesuatu informasi yang dapat dimanfaatkan oleh guru untuk kepentingan belajar mengajar, dengan tujuan meningkatkan efektivitas dan efisiensi tujuan pembelajarannya.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 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) | 0.057 | 0.020 |
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".