Eksistensi Bimbingan Perkawinan Pranikah di Wilayah Kecamatan Ujung Tanah Kota Makassar
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.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.023 | 0.002 |
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".