KESIAPAN IBU DALAM PERANNYA SEBAGAI PENDIDIK ANAK UNTUK MEMPERSIAPKAN MASA DEPAN BANGSA
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
The role of mothers in the family environment plays a quite dominant role in terms of children's education that makes a mother hold high responsibility in the progress of a nation. Therefore, a mother is required to have high self-quality to be able to educate future generations. But in reality in Indonesia there are still many quality mothers who still do not meet the needs and eligibility as a teacher in a household. For this reason, this study wants to find the level of quality of children's education from the role of a mother by conducting a study of the data obtained and found solutions to improve the quality of the mother. The results of this study indicate that with some actions will provide a positive thing for the quality and role of mothers in realizing the future of the nation through the future of a child as the successor generation of his nation.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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