Bibliographic record
Abstract
The Charles H. Scott Gallery is proud to present Goodbye Charles, an exhibition that celebrates Charles Hepburn Scott, an artist, educator and the gallery’s namesake, in commemoration of the latest chapter in their history. This exhibition offers a glimpse into Scott’s creative practice through the inclusion of his paintings, drawings, sketchbooks and writings. Contemporary artists that have exhibited at the Charles H. Scott Gallery have also been invited to respond to the occasion. A diverse list of artists have contributed portraits of Scott to a bookwork, and two additional projects will be situated within the gallery by London-based artist duo Cullinan Richards and Vancouver artist Ron Tran. For the Goodbye Charles exhibition Cullinan Richards and Ron Tran respond to the Beaux Arts Balls and the spirit of the Savary Island camps. Cullinan Richards have been shown in both group and solo exhibitions at the Charles H. Scott Gallery. Their installations explore painting, drawing, sculpture, theatricality and exhibition-making. Commonplace materials are employed in the production of their work, including plastic, cardboard, house paint and tape—standard materials used by artists in the making of their work rather than as the finished product.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.432 | 0.112 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".