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Record W2036081765 · doi:10.5539/jsd.v6n8p26

The Sustainable Design and Renewal of Water’s Edge Public Spaces in the Asia-Pacific Region: Sydney, Hong Kong and Singapore

2013· article· en· W2036081765 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Sustainable Development · 2013
Typearticle
Languageen
FieldEngineering
TopicUrban Design and Spatial Analysis
Canadian institutionsnot available
FundersLand Transport Authority - Singapore
KeywordsUrbanismSustainabilityContext (archaeology)Public spaceUrban designGeographyArchitectural engineeringEnvironmental planningEnvironmental resource managementEconomic geographyBusinessArchitectureEcologyEnvironmental scienceEngineeringArchaeology

Abstract

fetched live from OpenAlex

Emerging water’s edge public spaces display distinct characteristic features and stand apart from historic ones. In analysing these emerging spaces it becomes clear that there has been a shift towards enhancing environmental connections while: 1) encouraging mixed use functionality; 2) focusing on heritage preservation and adaptive re-use; 3) applying green urbanism principles; 4) implementing technological connectivity, maintaining and establishing connections to urban networks; 5) allowing avenues of incomplete urbanism; and 6) harnessing renewable energies in the public domain. Water’s edge developments are not only significant locally but are a key to the identity and perceived image of the selected cities. The rediscovery of the image of a city and economic benefits of tourism are the drivers of the development of any city’s waterfront or riverfront. This paper presents the outcomes of a pilot study that compared three water’s edge public spaces in Asia-Pacific cities at different stages of their lifecycles. It analyses and discusses factors in the sustainable design and renewal of such spaces. The aim of the overall study, that this paper is the first part of, is the consideration of sustainability and models of sustainability evaluation in a comparative urbanism framework for Water's Edge Public Spaces.This research suggests that architectural science input should be increased during the initial stages of design, to ensure continual links with biological and seasonal cycles, including other environmental processes over time. Results are presented within the context of changing relationship dynamics, understanding underlying subservient associations established due to colonisation, with a deep-seated realisation of the valued and reliant social, architectural and cultural relationships between the East and the West.

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.

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)0.002
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.398
Threshold uncertainty score0.438

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.013
GPT teacher head0.181
Teacher spread0.168 · 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