MétaCan
Menu
Back to cohort
Record W4384159067 · doi:10.30641/ham.2023.14.1-16

Konstitusionalitas Hak Kesehatan Jiwa Warga Negara: Studi Kebijakan Penanggulangan Bunuh Diri di Kabupaten Gunungkidul

2023· article· en· W4384159067 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJurnal HAM · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCOVID-19 Prevention and Impact
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsState (computer science)DocumentationMental healthTragedy (event)Political scienceCriminologyPsychologyLawSociologyPublic relationsPsychiatry

Abstract

fetched live from OpenAlex

The high suicide rate in Gunungkidul is quite high, causing the Regional Head to issue Regent Regulation Number 56/2018 as a policy to deal with suicide cases. This step is a concrete manifestation of dealing with and preventing massive suicides systematically. The average number, which reaches 20 to 30 cases every year, shows that suicide is no longer an individual problem, but has become a social-human tragedy. This research will discuss how the implementation of suicide prevention policies, as the role of the state in protecting the constitutional rights of citizens in the field of mental health, through an interdisciplinary approach as an integrated perspective to see the purpose of the law. This research is included in empirical research and uses a socio-legal approach. Data collection is obtained through primary data, including interviews, observations, documentation, and secondary data through the study of related literature. The results showed that in terms of effectiveness, the suicide prevention policy has not run optimally based on the comparison of suicide rates before and after the policy was enacted. Influencing factors include apparatus coordination, facilities, and social support. Besides that, the pandemic situation also has an effect. Conceptually and practically, the suicide prevention policy is an effort to uphold citizens' constitutional rights by strengthening the mental health aspects of the community by integrating formal and informal social control to achieve effective law according to its goals.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.311
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.002

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 head0.070
GPT teacher head0.407
Teacher spread0.337 · 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