Eksistensi Bimbingan Perkawinan Pranikah di Wilayah Kecamatan Ujung Tanah Kota Makassar
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
Pre-marital marriage cource aims to equip brides-to-be with understanding and knowledge and skills about married life, hoping that in the future they can create a harmonious family while reducing conflict, domestic violence and divorce. This study discusses the existence of pre-marital marriage course in the Ujung Tanah District, Makassar City. This study uses a qualitative approach with data collection methods through interviews. The results of this study indicate that participants of premarital marriage course in the Ujung Tanah District, Makassar city are participants who have registered at the Office of Religious Affairs, but have not yet entered into a marriage contract. The fact that after following pre-marital marriage course, the couples feel each other's self confidence increases and their are better prepared to live a domestic life, so that the existence of pre-marital marriage course can create a happy family. However, in the implementation there were also obstacles faced by the facilitators and the guidance participants.
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) | 0.000 | 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 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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