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Sustainable housing design and the natural environment

2004· article· en· W4206176077 on OpenAlexaboutno aff
Meltem Yılmaz, Ruşen Keleş

Bibliographic record

VenueEkistics and the new habitat · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicUrban and Rural Development Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsUrbanizationPoliticsArchitectureGovernment (linguistics)Urban planningUrban studiesPolitical sciencePovertyLibrary scienceSociologyEconomic growthPublic administrationGeographyEngineeringArchaeologyCivil engineeringLawEconomics

Abstract

fetched live from OpenAlex

Dr Yilmaz teaches in the Department of Interior Architecture and Environmental Design of the University of Hacettepe, Ankara, Turkey,from which she has a Masters degree. She also has a Ph. D from the Department of Urban and Environmental Sciences, University of Ankara. She has presented papers on environmental problems and vernacular architecture at numerous national and international congresses, and published others in various scholarly journals. Professor Keleş taught at Ankara University, Faculty of Political Science for many years and served as Dean of the Faculty from 1971 to1975. He was also Head of both the Ernst Reuter Center for Urban Studies and the Center for Environmental Studies at the same university. He currently teaches at the Eastern Mediterranean University, North Cyprus. Dr Keleş has published extensively on Comparative Urbanization, Theories of Local Government, Environmental Policies, and Urban Politics. His major publications include The Politics of Urbanization: Government and Growth in Modern Turkey (with Michael N. Danielson, New York, Holmes and Meier, 1985)-, The Urban Poverty in the Third World, Institute of Developing Economies, Tokyo, 1988; and Housing in the Middle East (with Hiromaso Kano), Institute of Developing Economies, Tokyo, 1986. Dr Keles is a member of the World Society for Ekistics. The text that follows is an edited version of a paper presented at the international symposion on 'The Natural City, " Toronto, 23-25 June, 2004, sponsored by the University of Toronto's Division of the Environtmental Studies, and the World Society for Ekistics.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.886
Threshold uncertainty score0.716

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 studies0.0010.001
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 head0.013
GPT teacher head0.226
Teacher spread0.213 · 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 designTheoretical or conceptual
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

Citations4
Published2004
Admission routes1
Has abstractyes

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