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Record W4409616929 · doi:10.38035/dit.v2i1.1125

Penelitian Desain PT. Zinus Dream Indonesia

2024· article· id· W4409616929 on OpenAlexaff
Hilman Rismayadi, Dian Kusbandiah, Wanda Yovita

Bibliographic record

VenueDinasti Information and Technology · 2024
Typearticle
Languageid
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsDreamArtPsychologyNeuroscience

Abstract

fetched live from OpenAlex

Penelitian desain PT. Zinus Dream Indonesia mencakup perencanaan fasilitas industri dengan berbagai aspek fungsional dan teknis yang terkait dengan peraturan nasional dan standar industri. Penelitian ini berfokus pada pengaturan arus lalu lintas, penyediaan fasilitas parkir, desain sirkulasi internal dan eksternal, serta penyediaan fasilitas pejalan kaki dalam kawasan industri. Selain itu, perhitungan kebutuhan ruang parkir, bukaan ventilasi, pencahayaan, dan ketinggian plafon juga menjadi bagian integral dari penelitian ini. Hasil dari desain ini menunjukkan bahwa semua aspek teknis telah terpenuhi sesuai dengan standar yang berlaku, sehingga diharapkan dapat meningkatkan efisiensi operasional dan keselamatan dalam kawasan industri.

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)0.001
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: Empirical
Teacher disagreement score0.957
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.001

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 head0.009
GPT teacher head0.246
Teacher spread0.236 · 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
Published2024
Admission routes1
Has abstractyes

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