NIKAH SIRI DAN IMPLIKASINYA TERHADAP KEHIDUPAN SOSIAL ANAK DI ACEH TAMIANG
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
In Aceh Tamiang, there are still many unmarried couples such as in Paya Bedi Village, Kejuruan Muda District. The practice of siri marriage in Aceh Tamiang District has been going on for a long time in Lhok Medang Ara and Sampaimah Villages, Manyak Payed District and is considered a normal thing by the community even though it is done covertly and is difficult to detect. Social implications for children's life in the family environment such as the loss of civil relations with their fathers. Social implications for children's lives in the community are considered to be underestimated as illegitimate children and often become tools of exploitation, as well as social implications for the life of children after the death of parents, namely children cannot claim inheritance rights from their father
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) | 0.001 | 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) | 0.000 | 0.000 |
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