Optimalisasi Pengasuhan Anak dan Pencegahan Pernikahan Dini melalui Penerapan Fungsi Keluarga pada Bina Keluarga Remaja (BKR) Desa Cimande, Kabupaten Bogor, Jawa Barat
Bibliographic record
Abstract
Berdasarkan data UNICEF (2023), Indonesia menempati peringkat keempat dalam kasus pernikahan anak terbanyak di dunia dengan jumlah kasus mencapai 2,553 juta. Permasalahan ini diperparah oleh kurangnya pengawasan keluarga dan lemahnya fungsi keluarga dalam mendidik serta melindungi anak remaja. Tujuan dari program ini adalah untuk meningkatkan pengetahuan dan peran keluarga dalam mendidik serta melindungi anak remaja dari pernikahan dini dan masalah reproduksi melalui penerapan fungsi keluarga. Program ini dilaksanakan dalam dua sesi edukasi yang melibatkan total 32 peserta dari Bina Keluarga Remaja (BKR) Aster Desa Cimande. Sesi pertama membahas pencegahan pernikahan dini dan ancaman reproduksi pada remaja melalui 8 fungsi keluarga, sementara sesi kedua fokus pada strategi pengasuhan anak remaja Hasil kegiatan menunjukkan peningkatan signifikan dalam pengetahuan peserta mengenai pencegahan pernikahan dini dan strategi pengasuhan anak remaja yang ditunjukkan melalaui peningkatan skor peserta dari pretest ke post-test.
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How this classification was reachedexpand
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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.005 | 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; both teacher heads agree on what is shown here.
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".