What Does a City Sound Like? The Musical Dynamics of a Colonial Settler City
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
A study of public musical life in Edmonton, Alberta from the 1897 Diamond Jubilee of Queen Victoria through the beginning of World War I provides a case study in the development of new urban musical cultures during the settlement of western North America. The contrast between the Jubilee celebration and Alberta's inauguration as a province in 1905 reveals growing ambition to demonstrate a capacity for the serious music that could be viewed as a marker of civic achievement, and the absence in 1905 of First Nations dancers and drummers, who had taken part in the 1897 event, provides a reminder of the displacement of indigenous peoples that accompanied the immigration booms that characterized settler colonialism. Popular music too developed with the city; as an alternative to non-literate, rural practices like fiddling, it could represent another form of urban sophistication, but also provided an opportunity to import high culture's dismissal of the popular, yet another signifier of urban cultural practice.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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