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Record W4239761730 · doi:10.31227/osf.io/nmf2k

PERANAN NINIAK MAMAK DALAM MELESTARIKAN ADAT ISTIADAT MINANGKABAU DITENGAH ARUS GLOBALISASI: STUDI KASUS DI NAGARI PARAMBAHAN DAN NAGARI LABUAH

2018· preprint· id· W4239761730 on OpenAlexaff
Nizawardi Jalinus, Fahmi Rizal, Nofri Helmi, youmil arbian

Bibliographic record

Venuenot available
Typepreprint
Languageid
FieldSocial Sciences
TopicCultural and Artistic Studies
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Selain memberikan dampak positif dari globalisasi yang terjadi saat ini juga memberikan dampak negatif, yaitu terjadinya pergeseran ditengah-tengah masyarakat, baik itu dari segi sosial, ekonomi dan budaya. Peranan niniak mamak menjadi sangat penting dalam kondisi ini untuk terus melestarikan adat istiadat Minangkabau. Pelastarian adat secara turun temurun dengan sistem konvensional yaitu memberikan pengajaran kepada generasi muda secara langsung dengan kegiatan tatap muka, tentu dalam era gobal ini tidak begitu optimal lagi. Untuk itu perlunya suata upaya dengan pendekatan dengan cara milenial pula yang cocok dengan generasi milenial saat ini. Generasi milenial yang sangat kuat interaksinya dengan teknologi informasi, perlu dipertimbangkan untuk pelestarian adat ini, yaitu pengajaran tentang nilai-nilai adat Minangkabau perlu ditambah dengan memasukan pembelajaran adat istiadat kedalam website atau dapat melalui aplikasi whatsapp pada smartphone, sehingga generasi muda dapat dengan mudah mengaksesnya kapan saja dan dimana saja. Upaya pelestari ini telah dilakukan di Nagari Parambahan dan Nagari Labuah oleh niniak mamak melalui program dari Kerapatan Adat Nagari (KAN) dari kedua nagari tersebut.

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)0.002
metaresearch head score (Gemma)0.003
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 score0.015
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0030.003
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0140.002

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 head0.046
GPT teacher head0.313
Teacher spread0.267 · 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

Citations3
Published2018
Admission routes1
Has abstractyes

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