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Record W4415278598 · doi:10.35718/compact.v4i1.8481527

Identifikasi Modal Sosial dan Kebudayaan Masyarakat dalam Mendukung Pengembangan Perkotaan Tempeh, Kabupaten Lumajang

2025· article· W4415278598 on OpenAlexaff
Salma Aulia Nur Afifah, Muhamad Zaky Naufaldy, Bagus Dwi Saputra, Degihon Daud Martua Hutabarat, Kevie Desderius

Bibliographic record

VenueCOMPACT Spatial Development Journal · 2025
Typearticle
Language
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsMultidisciplinary approachSocial relationshipFoster care

Abstract

fetched live from OpenAlex

Identifikasi modal sosial dan kebudayaan menjadi daya tarik Perkotaan Tempeh yang mampu membantu perkembangan Perkotaan Tempeh dengan memperlihatkan beberapa kebudayaan atau kebiasaan masyarakat sekitar. Untuk modal sosial dan kebudayaan masyarakat Perkotaan Tempeh tidak memerlukan sebuah paksaan, dikarenakan mereka melakukan kegiatan tersebut dengan sukarela dan kebudayaan dapat tercipta di antara mereka karena suatu adat istiadat. Oleh karena itu, penelitian ini membantu tentang identifikasi modal sosial dan kebudayaan masyarakat dalam mendukung pengembangan Perkotaan Tempeh. Penelitian ini menggunakan metode deskriptif. Jenis penelitian yang digunakan adalah penelitian kualitatif. Teknik pengumpulan data yang digunakan dalam penelitian ini terbagi menjadi tiga macam yaitu observasi primer dan sekunder, melakukan wawancara dan membaca studi literatur. Masyarakat Perkotaan Tempeh memiliki kebudayaan yang khas dan modal sosial yang berbeda seperti kebudayaan menyalakan kembang api saat terdapat adam dan hawa sedang melakukan lamaran di saat waktu siang hari, lalu terdapat beberapa desa yang memiliki adat istiadat yang berbeda tapi tetap saling memahami dikarenakan mereka campuran dari adat madura dan adat jawa. Tujuan penelitian ini untuk mendukung mengambangkan Perkotaan Tempeh dengan mengidentifikasi modal sosial dan kebudayaan 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)0.008
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: Empirical
Teacher disagreement score0.033
Threshold uncertainty score0.110

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0030.002
Scholarly communication0.0050.003
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0330.006

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 head0.019
GPT teacher head0.305
Teacher spread0.285 · 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
Published2025
Admission routes1
Has abstractyes

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