Digital curation and the networked audience of urban events
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 proliferation of portable, networked and location-aware devices has drastically changed how the city is represented and interpreted in general and during specific events in particular by enabling new practices of digital curation and networked audience activities. These extend the urban realm from the physical into the virtual, which provides a space for global and dispersed, often naive audience activities. This article uses the case study of the Fiesta de Santo Tomás, which is an annual festival that takes place during the week leading up to Christmas in Chichicastenango, Guatemala, to illustrate how digital curation, (re)presentation and (re)interpretation of festive events occur in a hybrid urban space. By documenting the ways that the modern day version of this festival has made its way into the larger digitally mediated sphere of urbanism, the study looks at three groups of curators and how their ways of encoding the event provide a multiplicity of representations to be decoded by the members of the ephemeral networked audience.
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 | 0.000 | 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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