Queer and Trans People of Color Community Arts Collective
Bibliographic record
Abstract
The Ste-Émilie Skillshare is a Montreal-based community “do-it-yourself” (DIY) art space that is run by and for people who identify as trans, two-spirit, queer, indigenous, and/or people of color and allies. This chapter draws on individual interviews and a focus group conducted with Skillshare members under the auspices of an antiauthoritarian feminist research project by the Collectif de Recherche sur l’Autonomie Collective. Several themes related to the Skillshare’s antiauthoritarian and antioppression politics around antiracism and queer liberation are discussed: resource sharing, accessibility, empowerment, and capacity building; shared pleasure in art and activism; mutual support and mental health; interlocking oppressions; safe(r) space; and tension and controversy. This chapter fills a gap in research between intersectionality, critical race, and queer theory on the one hand, and DIY alternative media theory on the other. It challenges the boundaries of artistic citizenship, demanding a rethinking of the use of the term citizenship.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.014 | 0.008 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.020 | 0.001 |
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".