AGREEMENTS IN CRIMINAL PROCESSES: PROBLEMS OF APPLICATION AND DEVELOPMENT
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
Purpose of Study: In this paper, institutions of agreements (mediation) in criminal proceedings in various states were investigated regarding the history of their occurrence and development. The aspects under the study included features related to the use of institutions of agreement in individual countries (USA, Canada, Germany, Russia, Moldova, etc.); the regulatory framework of these countries, statistics on the use of institutions of agreements (mediation), as well as programs used as mediation. Methodology: In the present study, general scientific, as well as special methods and provisions of dialectics were used. In the course of the study, private scientific methods were also used including historical-legal, formal-legal, formal-logical, systemic, and comparative. Results: Currently, the new legal institution of agreement (mediation) is actively developing in the global legal system, contributing to resolving the conflict without holding a trial and just by holding peace negotiations and concluding an agreement with the accused. This institution was initially established in countries with the Anglo-Saxon legal system (USA, UK), and then was developed in countries with a continental legal system (RF, Moldavia, Kazakhstan). Implications/Applications: The mediation is considered to be a convenient approach for resolving conflicts, since it is built on the mutual agreement of two confrontational parties, and it will continue to further develop worldwide and will be included in the legislation of those countries where it has not been fixed yet.
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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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