Bibliographic record
Abstract
ćəsnaʔəm, the City before the City is a boundary-breaking exhibition that has successfully challenged the museum world to revisit who is the curator and who is the audience. This chapter provides an Indigenous-framed insight into kin accountability as (re)presented to the museum world from the local tribal/aboriginal community perspective of Musqueam. The exhibition was simultaneously displayed in three venues of the Vancouver city region, each providing multiple perspectives of the original inhabitants of a village named c̓əsnaʔəm more than five thousand years old. While the central city venue at the Museum of Vancouver was high-tech and pitched to an international museum visitor, the Museum of Anthropology exhibit was uniquely ephemeral, transient and aimed at shifting preconceived perceptions of what it means to be a modern aboriginal raised in a city established on thousands of years of unbroken occupation. The most challenging of the three exhibits was to be found in the Musqueam village Culture Centre. In this instance the art and treasures were displayed in a manner that required elders to provide interpretation and the audience is their own. Three exhibits, three boundary-breaking contact zones, one people, Musqueam.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.001 |
| Science and technology studies | 0.011 | 0.005 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.016 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".