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
The author, an architect and town planner, graduated from the Faculty of Architecture of the Athens Technical University, specialized in town planning in Paris, and obtained his Ph. D in urban design at the Technical University of West Berlin. After a ten-year period of practicing architecture in Athens where he conducted several studies for the Greek Tourism Organization (hotels), the Archaeological Service of Greece (landscaping of excavation areas) and private clients, he has been working mainly in Germany (Berlin and Munich) as well as in Greece as an urban designer in a wide scope of activities, including teaching, research and a planning consultancy. His special interest focuses on urban conservation, planning and urban history. He has worked with the Freie Planungsgruppe Berlin and the Burckhard Planconsulť Basel.He has elaborated major planning development and preservation schemes for the Greek state (Chios Tourist Development, Mykonos-Delos Development Plan, Chania Old Town Preservation Scheme) and acted as an expert for UNESCO (1970, Iran) and the UNCHS (1982, Yugoslavia). As an advisor to the Greek Minister of Culture ( 1974- 1977) he coordinated the Greek participation in the U.N. Vancouver Conference on Human Settlements (1976) and in the European Architectural Heritage Year (1975). He has also acted as the liaison officer between the National Greek Committee and the UNESCO experts for the Acropolis conservation campaign. He has taught as a visiting professor in Berlin (1969-1970), Stuttgart (1981-1982) and Munich (1996-1997) and was for 10 years (1976-1985) Professor of Urban History at the Post-Graduate Center "Raymond Lemaire" for the Conservation of the Architectural and Urban Heritage in Bruges and Louvain/Belgium. He has elaborated major research studies on European planning history and planning issues of his native town Athens, and is considered an authority on the town planning history of modern Athens.
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 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