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Record W4251449839 · doi:10.26686/wgtn.17005468.v1

Japanese Garden Houses: Strategies for creating an interface with nature in New Zealand's urban dwellings

2013· dissertation· en· W4251449839 on OpenAlexaboutno aff
Erin Shillington

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldEnvironmental Science
TopicUrban Green Space and Health
Canadian institutionsnot available
Fundersnot available
KeywordsGeographyContext (archaeology)Urban sprawlArchitectureArchitectural engineeringQuarter (Canadian coin)Interface (matter)Urban planningCivil engineeringEngineeringArchaeology

Abstract

fetched live from OpenAlex

New Zealanders have a proud tradition of living close to nature (clean and green). This high interface with nature in traditional New Zealand dwellings is referred to as the “quarter-acre dream” by Mitchell (1972). However, the recent intensification of New Zealand cities has resulted in higher-density, multi-unit dwellings that have little interface with nature. As Auckland alone is expected to require an additional 400,000 homes within the next 30 years, a medium-density housing model that has a high nature-dwelling interface is potentially useful in reducing urban sprawl. In contrast, many Japanese houses are effectively integrated with nature. The number of case studies available through books, journals and on websites suggests that it is possible to group these dwellings under the heading “garden houses”. For the purpose of this research, the term “Japanese Garden House” refers to Japanese houses in which the garden is an integral part of the architecture, as opposed to a separate spatial entity. New Zealand walk-up apartments are analysed to show how this New Zealand housing model relates to nature in addition to revealing typical design elements. Thereafter, the adaptation of the Japanese Garden House for the New Zealand context is proposed as a mechanism to further connect urban dwellings with nature, thus increasing the interface between nature and inhabited space. The significant benefits this mechanism provides, including a positive effect on psychological and physiological wellbeing, are discussed. In order to adapt the features of Japanese Garden Houses to the New Zealand context, a detailed analysis of Japanese Garden Houses is undertaken to reveal design principles and strategies that characterise this type of dwelling. The analysis is limited to houses built in the last 15 years. An investigation, through design, is carried out to determine whether the Japanese Garden House models could be used to reconnect walk-up apartments with nature. The investigation is tested on a typical Auckland site. In a case study design, principles and strategies discovered through analysis of Japanese Garden Houses are applied and, adapted to fit walk-up apartments and the New Zealand context. The outcome is a valuable new New Zealand housing model and a set of guidelines presented as a matrix including key principles, strategies and a menu of solutions with the potential to be applied more broadly by other architects, developers and city councils.

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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score0.145

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0050.002
Scholarly communication0.0020.002
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.010
GPT teacher head0.273
Teacher spread0.263 · 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 designObservational
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
Published2013
Admission routes1
Has abstractyes

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