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Record W4399981731 · doi:10.5539/jpl.v17n3p49

The Dilemma and Solution of Juvenile Delinquency – Reflection on the Murder of a 13-year-old Boy in China

2024· article· en· W4399981731 on OpenAlexvenueno aff
Yanjun Liu, Jia-Nan Sun

Bibliographic record

VenueJournal of Politics and Law · 2024
Typearticle
Languageen
FieldMedicine
TopicMedical Research and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsJuvenile delinquencyDilemmaChinaReflection (computer programming)CriminologyJuvenilePsychologyPolitical scienceLawPhilosophyComputer scienceBiologyEpistemology

Abstract

fetched live from OpenAlex

On March 10, 2024, a 13-year-old junior high school student in Handan City, Hebei Province, China was killed and buried by three classmates under the age of 14. The method of committing the crime was cruel and had a negative social impact, once again bringing topics such as "juvenile delinquency" and "lowering the age of criminal responsibility" to the hot search. Since entering the new era, with the rapid development of the social economy, minors have shown an overall trend of "precocious puberty". The problem of juvenile delinquency and violence has also become increasingly severe, causing adverse social impacts. According to data released by the Supreme People's Procuratorate of China, juvenile delinquency in China is characterized by a sharp increase in the number of crimes, a clear trend towards younger age groups, and cruel criminal methods. The Eleventh Amendment to the Criminal Law, which came into effect in March 2021, lowered the age of criminal responsibility and individually lowered the statutory minimum age of criminal responsibility to 12 years old. Therefore, this case may become the first case to hold young minors accountable for crimes after the age of criminal responsibility has been lowered, which is of great significance to the construction of the rule of law and judicial practice. In practice, we should clarify the situation of "heinous circumstances" stipulated in the Amendment to the Criminal Law (XI), and establish an independent juvenile justice system to comprehensively and effectively correct and prevent the misconduct and illegal behavior of minors, rather than simply lowering the age of criminal responsibility. At the same time, reduce excessive interference of online public opinion in judicial trials.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.157
Threshold uncertainty score0.312

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0240.010
Scholarly communication0.0030.003
Open science0.0030.006
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0020.000

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 head0.034
GPT teacher head0.357
Teacher spread0.323 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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