Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Saytour, and Viallat, from the South of France), who in the 1960s were trying to find a way to continue to make painting in the aftermath of the May 1968 events.The questions they asked about what kind of painting was possible and relevant in the contemporary world are still with us and some of the artists included in the show are still working through possible answers.This year, in partnership with our fellow artist-led initiative, the Lacuna Studios in Lanzarote, Spain, we have had entries from as far afield as Angola and Brasil, Canada and Korea -93 artists from 30 countries in Larroque and about 150 artists from 50 countries in Lanzarote.What I was not expecting, at least when the images started to arrive from all over the world, was the number of artists and images that interpreted the theme by reflecting on the pollution of the ocean and the surface of the planet.The surface of the skin also appears in a few artist's works: close up and under the microscope.It is true that the skin is our biggest organ, and if it is badly damaged the other organs cannot survive.It is also our interface with the world: the way we feel it, sense it, touch it.And if the surface of the world is severely damaged, how are we going to feed ourselves, and make our homes here?It is of course, not surprising that artists respond deeply to this crisis-they are our antennae, sensing and finding ways to articulate the impending disaster, and mobilise against its inevitability.Images of the Amazonian rainforest, 'the lungs of the world', currently more under threat than ever by the current reversing of deforestation regulations, appear in several works.It is said that every fifth breath we take is produced by the Amazonian rain forest.As it diminishes daily, so too does our breath.Images of the sea, the beach, shipping, borders and exploration -from Ulysses voyage to Mars probesalso reflect concerns about migration, rootlessness, the destruction of safe habitat and the political mismanagement which seems to be a feature of the global present.Some work reflects on or utilises science as a positive option, offering hope of resolutions or as an inspiration for engendering creative new collaborations."Instructions for Use" uses photographs of old machine parts and factory instructions from a disused factory, combined with hand drawn animation and an electronic soundtrack by Irish composer Bernard O'Neill to evoke the futuristic dream of technology from the 1950's and '60s.The surfaces of cracked paintwork are reanimated in the process.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.465 | 0.106 |
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 it