Conservation and Adaptive Re-Use of the Bakirköy Spirit Factory in Istanbul
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 Bakirköy Spirit Factory is a late Ottoman industrial building dating from 1917. It was constructed as part of a military complex that produced gunpowder and remained in use until the fall of the Ottoman Empire in the first quarter of the twentieth century. Following the construction of a new housing settlement in the district in the 1980s, the dilapidated building became part of a dense residential zone. Its lease to a restaurant in 1986 resulted in the execution of unauthorized works, during which its original machinery and some of its architectural characteristics were lost as a result of inappropriate interventions. The adaptive re-use project that forms the focus of this paper was prepared by members of the Faculty of Architecture at Istanbul Technical University. The building was transformed into a conservatory and cultural centre and was inaugurated in May 2000. The implementation won the National Architectural Prize of the Turkish Chamber of Architects in the Conservation Field in 2001.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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