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Record W4416252935 · doi:10.62383/risoma.v3i6.1299

Makna dan Fungsi Bangunan Rumah Adat Loro Dirma di Desa Sanleo Kecamatan Malaka Timur Kabupaten Malaka

2025· article· W4416252935 on OpenAlexaff
Merliana De Carvalho, Yohanis Kristianus Tampani, Clotilde Seran, Antonius Bere

Bibliographic record

VenueJurnal Riset Sosial Humaniora dan Pendidikan · 2025
Typearticle
Language
FieldSocial Sciences
TopicCultural and Artistic Studies
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsIndigenousContext (archaeology)Cultural centerRepresentation (politics)Meaning (existential)Community centerResidenceLocal community

Abstract

fetched live from OpenAlex

The Loro Dirma Traditional House in Sanleo Village is an important representation of the culture of the indigenous people and is the center of the formation of social, spiritual, and local wisdom identities. This study aims to: (1) describe the structure and architecture of the Loro Dirma Traditional House, and (2) analyze the symbolic meaning contained therein in the context of the life of the indigenous people. The study uses a descriptive qualitative approach through direct observation, documentation, and in-depth interviews with traditional leaders and the local community. The results of the study indicate that the Loro Dirma architecture is full of philosophy that reflects the values ​​of unity, respect for ancestors, and the concept of balance between humans, nature, and the Creator. In addition, the function of Loro Dirma has undergone a transformation, from a traditional residence to a center for traditional activities, a space for deliberation, the implementation of religious ceremonies, and a medium for educating cultural values ​​for the younger generation. However, the study found challenges in preservation efforts, such as limited traditional raw materials, changes in community lifestyles, and the declining interest of the younger generation in local culture. Therefore, collaboration between local governments, indigenous communities, and educational institutions is needed to document, revitalize, and integrate Loro Dirma cultural values ​​into formal and non-formal curricula to ensure their sustainability.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.053

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 studies0.0030.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0160.002

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 head0.027
GPT teacher head0.313
Teacher spread0.286 · 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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