Towards sustainable cities East Asian, North American and European perspectives on managing urban regions
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.
Bibliographic record
Abstract
Contents: Part I: Urban Sustainability Questions: Towards sustainable cities, AndrA(c) Sorensen, Peter J. Marcotullio and Jill Grant Sustainable urbanism in historical perspective, Jill Grant Why the Asian urbanization experience should make us think differently about planning approaches, Peter J. Marcotullio. Part II: Planning Strategies for More Sustainable Cities in North America and Europe: An inquiry into the promise and prospects of smart growth, Gerrit-Jan Knaap Varieties of US growth management: lessons from New York and San Francisco, Rolf Pendall Cross-border impacts of growth management regime: Portland, Oregon, and Clark County, Washington, Chang-Hee Christine Bae Developing and employing sustainability indicators as a principal strategy in planning: experiences in the Puget sound urban region of Washington State, Donald Miller Sustainable Portland? A critique, and the Los Angeles counterpoint, Harry W. Richardson and Peter Gordon Canada's experience in planning for sustainable development, Jill Grant Coping with the growing complexity of our physical environment: the search for new planning tools in the Netherlands, Gert de Roo Central Belgium, a 'Park City'? A policy based on de-concentrated clustering, Jef Van den Broeck. Part III: Planning Strategies for More Sustainable Cities in Japan and Korea: Major issues of land management for sustainable urban regions in Japan, AndrA(c) Sorensen Empowerment in the Japanese planning context, Hideki Koizumi Green structure plan for a sustainable urban-rural relationship in Japan, Mikiko Ishikawa Sustainable community improvement in Japan: infill redevelopment where everyone can continue to live, Shigeru Satoh Reform of planning controls for an urban-rural continuum in Korea, Sang-Chuel Choe Inner-city growth management problem in Seoul: residential rebuilding boom and planning response, Kwang-Joong Kim Urban growth management and housing supply in the capital region of South Korea, Sang-Dae Lee. Part IV: Conclusions: Towards land management policies for more sustainable cities, Jill Grant, Peter J. Marcotullio and AndrA(c) Sorensen.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it