Spaces beyond borders: art on and within the walls of the immured neighbourhood of Surlariçi in Nicosia
Bibliographic record
Abstract
This chapter considers how the experience of immurement, a sense of being trapped within the contemporary art and literary practice of the old Turkish quarter of Nicosia/Λευκωσία/Lefkoşa, the capital city of Cyprus. Time is palimpsested in physical and imaginary space, both in the architecture and the collective memory of the city within the walls. This neighbourhood represents a mise-en-abyme of immurement, within a medieval fortified city, at the edge of a boundary first established in 1958 and consolidated in 1963. An impermeable border after the war in 1974, when the island and the two sides of the city were completely separated, the border became crossable once more in 2003. The vibrant street art and the cultural and creative spaces and events that inhabit this quarter now give voice to those at the peripheries of power whose work questions and seeks to transcend and subvert physical and imaginary boundaries.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.012 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".