Vom hafen zur city - Städtebauliche projekte im hamburger hafen
Bibliographic record
Abstract
The Port of Hamburg, number nine among the biggest in the world, is facing a rapid growth in container traffic. New terminals are being built in the western part of the harbour, while other parts are declining. Since the 1980's efforts were made to bring urban development to the waterfront. The first project was the so called "Perlenkette an der Elbe". Buildings along the 6 km long strip are almost completed and show a great variety of uses. People are attracted to the waterfront by historic ships, shopping facilities, promenades, tourist attractions and special events. A project of outstanding international interest is the HafenCity. It will extend the city center of Hamburg by 40 % or 155 hectares. Between the historic warehouses of the Speicherstadt and River Elbe, a new maritime quarter is under construction with a cosmopolitan mix of apartments, offices, shops, and facilities for culture, leisure and tourism. The Elb-Philharmonie will be the new symbol for the growing city of Hamburg.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.051 | 0.011 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".