Bibliographic record
Abstract
'Soulscapes' was a group exhibition held in 2024 at the Dulwich Picture Gallery in London. Curated by the Managing Director of the Black Cultural Archives, Lisa Anderson, it featured painting, photography, film, textile and collage by 21 artists, including four paintings by Kimathi Donkor. The museum announced that the show would "explore our connection with the world around us, highlighting the power of landscape art and reflecting on themes of belonging, memory, joy and transformation." The ticketed exhibition was accompanied by a programme of public events, which included a panel talk with Kimathi Donkor, Phoebe Boswell, Lisa Anderson, chaired by Nancy Durrant on 9th March, as well as a 'Soulscapes Late' event on 31st May in which Camberwell College of Art BA Painting students developed and presented work in response to the exhibition. The show was accompanied by a 110-page catalogue, edited by Lisa Anderson, which included a removable print of Donkor's painting 'On Episode Seven' and an interview with the artist. Soulscapes was reviewed in several major publications, including the Evening Standard, The Art Newspaper and The Guardian. List of works by Kimathi Donkor: Mumbi's Return (2019) Call Me Blessed (2016) On Episode Seven (2020) Idyl of Abar and Piye (2021) List of participating artists: Njideka Akunyili Crosby, Hurvin Anderson, Michael Armitage, Phoebe Boswell, Kimathi Donkor, Jermaine Francis, Ebony G. Patterson, Alain Joséphine, Isaac Julien, Christina Kimeze, Che Lovelace, Kimathi Mafafo, Marcia Michael, Mónica de Miranda, Harold Offeh, Nengi Omuku, Sikelela Owen, Ravelle Pillay, Alberta Whittle, EVEWRIGHT, Michaela Yearwood-Dan
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.635 | 0.342 |
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".