MétaCan
Menu
Back to cohort
Record W4213184640 · doi:10.31219/osf.io/hpjc9

PERAN PEMERINTAH DAN PARTISIPASI MASYARAKAT DALAM MUSYAWARAH PERENCANAAN PEMBANGUNAN DESA CARAWALI KECAMATAN WATTANG PULU KABUPATEN SIDENRENG RAPPANG

2021· preprint· id· W4213184640 on OpenAlexaff
kiki syani

Bibliographic record

Venuenot available
Typepreprint
Languageid
FieldSocial Sciences
TopicLocal Governance and Development
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsPolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

Penelitian ini bertujuan untuk mengetahui Peran Pemerintah dan Partisipasi Masyarakat dalam Perencanaan Pembangunan di wilayah Kecamatan Gunungsari, terutama pada pelaksanaan Musrenbang Desa, di Desa Carawali Kecamata Wattang Pulu, Kabupaten Sidenreng Rappang.. Metode penelitian ini adalah penelitian deskriptif dengan pendekatan kualitatif, menggunakan analisa data kualitatif model interaktif. Hasil penelitian ini membuktikan bahwa belum maksimalnya partisipasi masyarakat dalam perencanaan Pembangunan dan peran Pemerintah masih terkesan bersifat elitis, dalam arti pemerintahlah yang menjadi penentu kebijakan pembangunan, sedangkan masyarakat berperan memberikan masukan kepada pemerintah tentang apa yang dibutuhkan oleh masyarakat.

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)0.006
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.031
Threshold uncertainty score0.103

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0030.003
Scholarly communication0.0080.005
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0310.004

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 head0.031
GPT teacher head0.288
Teacher spread0.257 · 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
Published2021
Admission routes1
Has abstractyes

Explore more

Same topicLocal Governance and DevelopmentFrench-language works237,207