MétaCan
Menu
Back to cohort
Record W4391966836 · doi:10.7454/jkd.v2i2.1210

Menilik Peran Dewan Perwakilan Daerah dalam Pembangunan Daerah Provinsi Jawa Barat dan Daerah Khusus Ibukota Jakarta

2022· article· id· W4391966836 on OpenAlexaff

Bibliographic record

VenueJurnal Konstitusi dan Demokrasi · 2022
Typearticle
Languageid
FieldSocial Sciences
TopicIndonesian Election Politics and Participation
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsConstitutionLegislatureIndonesianInstitutionPublic administrationRepresentation (politics)Political scienceCharacter (mathematics)State (computer science)Dimension (graph theory)PoliticsLawComputer scienceMathematicsPure mathematics

Abstract

fetched live from OpenAlex

The Regional Representative Council (DPD) as a regional representative institution that has a character of representation based on regions is essentially a character of broader representation of the DPR, because the dimension of representation is based on all the people contained in these regions. DPD as a new state institution after the amendment to the 1945 Constitution was initially expected to realize a bicameral system, as a representative body of the people, the DPD has functions as regulated in the 194 5 Constitution. These functions are legislative functions, functions budget, and consideration functions. However, according to the Indonesian constitutional system the authority of the DPD is still very limited. All tasks and authorities of the DPD are limited to aspects that are closely related to the region. In carrying out its role and function as the second chamber in the Indonesian bicameral system, the Regional Representative Council is considered to have some weaknesses. including in terms of accommodating the aspirations of the region and the ineffectiveness of the role of the Regional Representative Council in carrying out all functions that have been given to the DPD by the 1945 Constitution. These constraints have an impact not only at the central level but also at the regional level. The limitations of the DPD also have an impact on regional development and national development.

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)0.000
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: none
Teacher disagreement score0.035
Threshold uncertainty score0.116

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0050.001
Scholarly communication0.0040.001
Open science0.0000.002
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0350.007

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 head0.023
GPT teacher head0.291
Teacher spread0.268 · 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

Citations1
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueJurnal Konstitusi dan DemokrasiSame topicIndonesian Election Politics and ParticipationFrench-language works237,207