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Record W2562960810 · doi:10.22146/jp.11829

URBAN REGENERATION AND THE ROLE OF CULTURE: AN INTRODUCTION TO CULTURAL QUARTER

2016· article· id· W2562960810 on OpenAlexaboutno aff
Amelia Maika

Bibliographic record

VenuePopulasi · 2016
Typearticle
Languageid
FieldSocial Sciences
TopicCommunity-based Tourism Development and Sustainability
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesQuarter (Canadian coin)Political scienceArtGeographyArchaeology

Abstract

fetched live from OpenAlex

Konsep creative city merupakan salah satu cara untuk memenangkan kompetisi antar kota pada era globalisasi ini. Adalah penting bagi kota untuk mengubah imagenya menjadi sesuatu yang baru atau lebih baik, karena proses tersebut akan mendorong terjadinya peningkatan investasi bagi sebuah daerah atau kota itu sendiri. Perencanaan perkotaan membutuhkan strategi yang tepat untuk melakukan proses regenerasi kawasan perkotaan tersebut, salah satunya cultural quarter yang mengubah suatu kawasan yang tidak memiliki nilai ekonomis menjadi suatu daerah baru yang kaya akan potensi kultural dan ekonomis melalui proses komodifikasi. Beberapa hal yang harus diperhatikan di dalam pengembangan kawasan cultural quarter ini diantaranya adalah faktor faktor pendukung termasuk area yang membutuhkan proses regenerasi (seperti daerah peninggalan historis atau peninggalan industri), cultural infrastructure, proses perencanaan yang tepat, networking, katalisator, dan morfologi. The art of townscape is the conscious arrangement of physical things for man’s convenience, safety and pleasure (Charles Elio).

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 score0.734
Threshold uncertainty score0.485

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0000.000

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 head0.009
GPT teacher head0.262
Teacher spread0.254 · 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
Published2016
Admission routes1
Has abstractyes

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