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Record W4410414257 · doi:10.37715/aksen.v9i2.5560

Redefinisi Perancah : Potensi Arsitektur Temporer pada Keberlanjutan

2025· article· en· W4410414257 on OpenAlexaff
Bramasta Putra Redyantanu

Bibliographic record

VenueAKSEN · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicArchitectural and Urban Studies
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

This study explores the potential of scaffolding-based temporary architectural design within the framework of sustainable architecture. Traditionally utilized as a temporary structural element to facilitate construction processes, scaffolding has increasingly evolved into a central component in spatial formation across diverse design contexts. Employing a qualitative case study methodology with research about design approach, this research examines architectural typologies in Indonesia that utilize scaffolding as a fundamental element. The selected case studies span various project scales, encompassing both private and public functions and ranging from small to medium-sized developments. The primary aim of this study is to demonstrate how temporary structural elements can be reimagined as core components in spatial formation, presenting possibilities across various architectural applications. The reflections derived from this investigation are articulated as concepts and ideas that showcase how the temporality of architecture and structural elements can enhance sustainability in design. This study underscores the attributes of flexibility, adaptability, efficiency, and temporality in spaces and buildings formed through scaffolding-based designs. The findings reveal that innovative and creative applications of temporary structural elements as spatial formers hold considerable potential to advance sustainability in architectural discourse. The multifunctionality of such elements paves the way for more exploratory and unconventional design approaches. Additionally, this research highlights that scaffolding, when applied as a primary architectural element, can align with sustainability principles by enabling the creation of efficient, temporary spaces that are both adaptable and flexible. As a result, this study provides valuable insights for practitioners and academics seeking to develop innovative and sustainable approaches in architectural design

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.575
Threshold uncertainty score0.688

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.014
GPT teacher head0.208
Teacher spread0.194 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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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