Bibliographic record
Abstract
The first presentation of Montreal-based artist Nadia Myre in Scotland, ‘Code-Switching and Other Work’ responds to the history of clay tobacco pipe production in Glasgow through photography, sculpture, sound and performance. As an Algonquin member of the Kitigàn-zìbì Anishinàbeg First Nation, Myre’s practice explores cross-cultural experiences and mediations as a strategy for recognising and reclaiming the contributions of indigenous arts and cultural production. \n \nA by-product of the tobacco trade with the so-called New World, clay pipes were one of the first ‘disposable’ items to enter the market, purchased pre-stuffed with tobacco and the stems broken off incrementally as they were consumed. Described by Myre as ‘archaeological refuse,’ the pipe shards collected are skeletal, with a bone-like feel. Commissioned by Mother Tongue and Glasgow International 2018, Myre’s new work aims to decolonise histories of these trade items, highlighting their shifting meanings. Through processes of imprinting, documenting, weaving and excavating, ‘Code-Switching, and Other Work’ questions Western-centric modes of displaying ‘knowledge’ and asks enduring questions around Glasgow’s colonial past.
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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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.016 | 0.024 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.022 | 0.003 |
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".