SOSIALISASI KESELAMATAN KERJA PADA NELAYAN DI DESA MARGOREJO KECAMATAN CEPIRING KABUPATEN KENDAL
Bibliographic record
Abstract
Pengabdian masyarakat ini bertujuan untuk mensosialisasikan keselamatan kerja pada nelayan serta memberikan penjelasan tentang pengelolaan hasil tangkap ikan oleh nelayan. Pendekatan dilakukan dengan metode ceramah materi dan sosilaisasi penggunaan alat-alat keselamatan pelayaran. Pengabdian kepada masyarakat ini diharapkan dapat memberikan pengetahuan yang mendalam kepada para nelayan khususnya nelayan desa Margorejo Kecamatan Cepiring Kabupaten Kendal, agar dapat menganstisipasi keadaan darurat selama dalam pelayaran dan setelahnya bisa mengolah hasil tangkapnya untuk memenuhi kebutuhan pangan dan pemenuhan kebutuhan ekonomi yang lainnya.
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.
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 | 0.007 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.008 |
| Insufficient payload (model declined to judge) | 0.010 | 0.011 |
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".