Ways of Being Here: The Making of Immigrant Subjects
Bibliographic record
Abstract
This thesis project investigates how contemporary artists articulate immigrant positionality in their work. It asks: how are notions of selfhood taken up in contemporary art practice to speak to the political and affective dimensions of moving from one place to another, and consequently establishing oneself in relation to multiple locations? The exhibition Ways of Being Here featuring works by Abedar Kamgari, Rah, and Alize Zorlutuna was conceived to answer this question. The works in the exhibition performed the tensions inherent in negotiating multiple cultural and individual identities. This feminist thesis project argues that the works in the exhibition challenged the normative multiculturalism demanded by official Canadian discourse. It insists that current art practice responds to the need for a renewed political consideration of the realities of being an immigrant in Canada today. In doing so, this thesis informs a broader cultural understanding of the local, national, and international dimensions of global migration.
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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 | 0.005 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.030 | 0.036 |
| Scholarly communication | 0.015 | 0.005 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.002 | 0.003 |
| 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 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".