W(here) Festival, Pictou County, Nova Scotia: \ncurating within rural communities
Bibliographic record
Abstract
This thesis consists of a curatorial essay and project entitled the W(here)Festival, a five day contemporary art festival in Pictou County, Nova Scotia with works by Marlene Creates, Sheilah Wilson, Site Media Inc. (Katherine Knight and David Craig), Susan Sellers, Raina McDonald, Sharon Nowlan, Linda Little and Sheree Fitch. Exploring ideas of place, art and community, makers from a variety of disciplines and experiences led residents in specially designed field trips, projects, presentations as well as discussion, story and song. This festival was a hands-on experience that moved beyond gallery walls exploring new ideas of rural contemporary curatorial and artistic practices through collaboration, place and place-based artwork, as well as definitions of rural identity and community. This essay considers the project’s development, the challenges and opportunities of curating “here”, and the lasting impact of this project within curatorial practices and the local communities of Pictou County.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.013 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.018 | 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".