Upaya Preventif Penanggulangan Penipuan Bisnis Online Di Wilayah Hukum Polsek Lengkong Kota Bandung
Bibliographic record
Abstract
Maraknya Kasus penipuan bisnis online dipengaruhi oleh kemajuan teknologi. Wilayah Hukum Polsek Lengkong, Kelurahan Malabar adalah wilayah yang sebagian besar masyarakatnya memiliki kemampuan ekonomi menengah ke atas dan mempunyai tingkat akses yang tinggi terhadap cyber space, sehingga masyarakat tersebut sangat berpotensi dijadikan sasaran kejahatan oleh pelaku tindak pidana penipuan online. Atas dasar hal tersebut maka para pengabdi telah melaksanakan kegiatan sosialisasi hukum tentang cyber space dan penegakan hukum atas kejahatan penipuan bisnis online sebagai upaya preventif di Wilayah Hukum Polsek Lengkong Kelurahan Malabar Kota Bandung.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".