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Juvenile Courts in the Republic of Kazakhstan: History, Realities and Prospects

2020· article· en· W3093772146 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueLex Russica · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicLegal and Policy Issues
Canadian institutionsnot available
Fundersnot available
KeywordsThe RepublicNormativePolitical scienceRelevance (law)Context (archaeology)KazakhPopulationState (computer science)LegislatureLawStatutory lawGeographySociology

Abstract

fetched live from OpenAlex

The paper describes the history, realities and prospects of development of specialized juvenile courts in the Republic of Kazakhstan. The relevance of the topic is related to the ongoing judicial and legal reforms in the Republic of Kazakhstan that are aimed at developing the specialization of courts and judges. Specialization of courts and judges as a vector of development of the judicial system and improvement of judicial proceedings is particularly relevant in the context of global competitiveness. Based on the study of the prerequisites that led to the need to create specialized courts, the current state of juvenile courts of the Republic of Kazakhstan is evaluated and trends in its further development are predicted, which constitute the theoretical and practical significance of the research topic. The study showed a significant role of juvenile courts in improving the sociodemographic characteristics of the population. Based on the results of the study, brief conclusions were made confirming the relevance of the chosen topic, and at the same time the demand and justification of specialized juvenile courts of the Republic of Kazakhstan. The methodological basis of the research consists of historicallegal and comparative-legal methods of cognition of objective reality, as well as methods of legal statistics and forecasting. The works of famous Kazakh scientists became the theoretical basis of the research. The first decrees of the President of Kazakhstan, constitutional, statutory and legislative acts of Kazakhstan, as well as strategic, conceptual and program documents on development of Kazakhstan compose the normative basis of the research. The empirical basis of the study is regional statistical data on the work of specialized juvenile courts. The data of a sociological survey among persons who participated in trials that took place in 16 specialized juvenile courts are studied. Analytical reports, as well as information reviews on the activities of specialized juvenile courts and the state of their administration of justice are considered. The author researched the results of the implementation of pilot projects called "Judicial Mediation"; "Juvenile Justice"; "Reconciliation: Before and in Court"; "Family Court". The paper presents the experience of establishing family courts in the countries of America, Japan, and the Canadian province of Nova Scotia.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.904
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.055
GPT teacher head0.303
Teacher spread0.248 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it