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Record W4288075486 · doi:10.33087/jiubj.v22i1.1965

Penegakkan Hukum Bagi Pelaku Tindak Pidana Kekerasan Seksual terhadap Anak

2022· article· en· W4288075486 on OpenAlexaff
Hisbah Hisbah, Nyimas Enny

Bibliographic record

VenueJurnal Ilmiah Universitas Batanghari Jambi · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicLegal and Social Justice Studies
Canadian institutionsEncana (Canada)WiLAN (Canada)
Fundersnot available
KeywordsLaw enforcementAgency (philosophy)JurisdictionEnforcementGovernment (linguistics)PsychologyWelfareCriminologyPolitical scienceLawBusinessSociologySocial science

Abstract

fetched live from OpenAlex

This study aims to find out and analyze law enforcement against perpetrators of child sexual violence, the obstacles found in providing law enforcement against perpetrators of child sexual violence and efforts made to overcome the obstacles found in the Jambi City Resort Police Jurisdiction. This research is an empirical juridical study with annalistic descriptive research specifications. Based on the results of interviews conducted with the Women and Children's Protection Agency at the Jambi City Resort Police, it can be concluded that law enforcement is done by providing protection both from government agencies and self-help to secure and meet the welfare of children and the obstacles most often overcome by the investigation team in handling the case is the lack of information provided by victims.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0030.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0120.002

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.

Opus teacher head0.016
GPT teacher head0.266
Teacher spread0.250 · 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 designNot applicable
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

Citations2
Published2022
Admission routes1
Has abstractyes

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