Bibliographic record
Abstract
This essay introduces islands as urban artifact and archipelagos as urban model in order to deepen the rich interdisciplinary discussion between island and urban studies through the specificity of an architectural analysis of islands as built form and archipelagos as urban systems. Four examples are presented here to demonstrate the use of islands as “urban artifacts” and archipelagos as “urban models” within architecture and urban discourse. Built island artifacts and the widespread use of archipelago as model for urban design have been deployed as apparatuses of political power and social exclusion, often in conflict with ecological systems. Island Studies provides a novel interdisciplinary lens for furthering analyses of the social equity and climate crises imperatives implicit in the use of islands and archipelagos as metaphors in architecture and urban design. In conclusion, the paper links Island Studies and oceanic thinking to the concepts of patch dynamics and the metacity. By reconceiving planetary urbanism as an oceanic rather than terrestrial system, this essay seeks to critically propose the critical and reflective use of island artifacts and archipelago models as designed ecosystems of meaning, inclusion, and belonging within seas of difference.
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 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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".