Menciptakan Home Literacy bagi Anak Usia Dini di Era Digital
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
Abstract There has been a change of family in this digital era such as the structure, roles, and responsibilities of parents in early childhood education, including in literacy. The change will continue to occur in family life, but parental responsibility together in child care and education is an ideal condition that must be created in the family, which is not replaced by the technology in this digital era. This paper aims to: (1) identify some changes in family life in the digital era, (2) offer home literacy programs for early childhood in the digital era, including: the urgency of developing literacy for early childhood, the role of parents in home literacy, creating home literacy, and implementing home literacy. Home literacy is an alternative solution for early childhood in developing potential in his/ her golden age. The role of parents in home literacy are to provide means and facilities, to design the environment at home, and actively to engage in literacy activities as a mentor or friend in the activity
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.007 | 0.007 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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