Intertidal Room: A Soundwalk through Timescapes of Vancouver's Coastline
Bibliographic record
Abstract
Intertidal Room is a soundwalk composition developed for Vancouver coastline near Stanley Park, unceded territory of Coast Salish peoples - Skwxwú7mesh (Squamish), Stó:lõ and Səlīlwəta?/Selilwitulh (Tsleil-Waututh) and xʷməθkʷəýəm (Musqueam) Nations. The composition invites the listener to embark on a soundwalk during a period of slack water. It is a moment when the tide is at the lowest point and soon about to return. By attending to the fugitive nature of intertidal zones, this soundwalk intends to provide a temporary room for increased aural attention to the ways people have been cultivating, affecting but also disrupting various, also imperceptible layers of these complex environments.
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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 | 0.000 | 0.000 |
| 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.018 | 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".