Symphony of the Stones: A Research-Creation Exploration on the Animation of Heavy Metal Residues in Contaminated Urban Landscapes
Bibliographic record
Abstract
In the late 1980s, the Canadian Pacific Railway abandoned a rail yard on the outskirts of Montreal’s Mile End district. Within a few years, the return of animal and plant species encouraged the citizen community to reinvest this site known as Le Champ des Possibles. Despite community efforts to rehabilitate this site, hydrocarbon and heavy metal pollution persists in the soils and thus requires rethinking the engagement with the imperceptible mutations of ecosystems. Symphony of the Stones was created in response to this context. This research-creation project consists of several urban art installations that activate residual metals in soils by their magnetic characteristics to make these imperceptible pollutants visible. The following paper unfolds the different processes, methodologies and strategies that led to in site interventions blending art installation, collaboration with different communities and associations and leading to a rethinking of art practices in the urban environment.
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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 | 0.001 | 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 | 0.000 | 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) | 0.000 | 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".