‘Do we need a canopy for rain?’: interior-exterior relationships in the Kunsthal
Bibliographic record
Abstract
Several strategies are used at the Rotterdam Kunsthal to create a direct relation between the city and the interior of the building. Our hypothesis is that the frictions and difficulties that arise from this openness to the outside world are integrated into the design of the building. In fact, despite being exposed to the forces of the city, the project maintains its functionality and identity. Many existing texts have touched upon the relationship that exists between the Kunsthal and the city (for example, van Dijk [1993], Kipnis [1996], MacNair [1994]), but none clearly articulates the different paradoxes that result from this complex intertwining. The importance of systematically and critically exploring these paradoxes lies in the fact that the Rotterdam Kunsthal is one of the very first of a series of contemporary buildings that have tried to connect themselves in direct ways to their urban surroundings.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.034 |
| Scholarly communication | 0.011 | 0.009 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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.
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".