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
Choreographies of assembly are grounded in the relationship between urban design and collective, bodily modes of reproducing, inhabiting, and reimagining urban space. Through a case study of urban regeneration, culture-led development, and social movements in Montreal, this article examines the particular nocturnal spatio-temporal rhythms of gathering in public space. For a long time, the night was left in the shadows by urban development experts who focus their attention on daytime plans and activities. However, following the rise of nighttime economies, sleepless societies, and ‘24/7’ cities, the night has received increasing attention since the 1990s (Crary; Gwiazdzinski and Straw). Critical engagements with the night as an object of study have shed light upon temporality, rhythms, and links between space and time. Such perspectives rethink urban life in terms of rhythm. Drawing from Henri Lefebvre’s theory of “rhythmanalysis,” this article focuses on the aesthetic, bodily, and sensorial experiences of collective practices. This article takes up Lefebvre’s notion of polyrhythmia—the idea that the living body is an association of a multiplicity of rhythms—to study the polyrhythmic qualities of collective and bodily practices in urban space at night. This night-focused study draws out the complex relations between collectivity, movements, and urban design. Moreover, a rhythmic study of the city at night foregrounds the multimodal perception process, following James Gibson’s theory of ecological perception. Hence, this article asks: how does the night affect our collective experience of the city?
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.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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