Curating the aural cultures of the Battery: Soundwalking, auditory tourism and interactive locative media sound art
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
Inside Outside Battery is a mobile media sound art installation for smartphone technologies that uses global positioning system (GPS) locative software to narrate walking visitors through the Battery, a heritage neighbourhood of St. John’s (Newfoundland, Canada). Auditory tourists, or soundwalkers, come to know the aural cultures of the Battery through the dynamic interactions of sound and place using site- and time-specific archival materials, stories, soundscapes, and expressive culture sourced from the Battery that play alongside real-time encounters with the physical and sonic materiality of the Battery. Employing practice-based ethnography, this article examines how site- and time-specific soundscape interactive documentary technologies engage socioenvironmental knowledge and foster a sense of place attachment for visitors to the Battery.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| 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