Approaches to transnational organized crime. Prevention and combat by international organizations
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
A feature of the contemporary erass, determined by technical and scientific progress, by the intense exchange of material and spiritual values, is the tendency to intensify cooperation between States on various levels of political, social, cultural and legal activity. International crime is not a figment of people with a rich imagination, it is a reality that threatens to turn our lives into a nightmare with bad consequences. At the moment, all countries of the world, regardless of their level of development, are facing a real explosion of international crime. Recognizing the extent and special danger of international crime, the problem of preventing and countering it began to concern the suprastatal forums, which, in stilling its expansion and evolution, put emphasis on regulating some forms of its activity, through the conclusion of regional agreements and international conventions. Thus, the eradication of crime is a primary objective for both developing and developed countries. It should be noted that criminal organizations in Moldova have multiple links with similar structures in CIS countries, Romania, Poland, Germany, Italy, the USA, Canada, Israel. Despite the imperfection of legislative amendments and additions, we consider, however, that a legislative basis in countering international crime in Moldova exists.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 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