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Record W4392831074 · doi:10.58684/jarvic.v1i1.68

PARTISIPASI POLITIK PEMILIH PEMULA DALAM PEMILIHAN UMUM (PEMILU)

2022· article· en· W4392831074 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

VenueJournal of Research and Development on Public Policy · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicIndonesian Election Politics and Participation
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsLegitimacyDemocracyPoliticsPolitical scienceState (computer science)SovereigntyConstitutionPolitical economyPopular sovereigntyVotingGeneral electionPower (physics)LawPublic administrationSociology

Abstract

fetched live from OpenAlex

Indonesian elections are a real expression of democracy and a vehicle for the people to declare their sovereignty over the state and government. Elections are based on Pancasila and the 1945 Constitution of the Republic of Indonesia. Elections are held in the Unitary State of the Republic of Indonesia (NKRI) based on the principles of direct, universal, free, confidential, honest and fair elections. Political participation in a democratic country is an indicator of the implementation of the highest legitimacy of state power by the people (people's sovereignty), which is manifested in participation in democratic parties (elections). It can be said that general elections are one of the means of democracy and a manifestation of people's sovereignty, to produce representatives and leaders who are ambitious, competent and responsible for the welfare of the people. A very interesting group of voters to follow and learn more about is first-time voters. New voters are voters who are voting for the first time in an election. The purpose of this research is to find out the forms of political participation of new voters in elections, the factors that support the political participation of new voters in elections, and the factors that hinder the political participation of new voters in elections. The writing method used in this journal article is a literature review supported by relevant research. New voters are expected to be more actively involved in political activities, dividing their time between studying.

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)0.007
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.925
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.182
GPT teacher head0.461
Teacher spread0.279 · 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