Bibliographic record
Abstract
The new Attenborough Arts Centre in Leicester inaugurates with a solo exhibition of the work of Lucy + Jorge Orta, from January 30 to April 24, 2016. The work on show draws a number of intersecting links between the scarcity of resources, species loss, climate change and migration. The centre piece to the exhibition is Symphony for Absent Wildlife, first commissioned by the Nuit Blanche Calgary in Canada, has been newly adapted to the gallery setting, to create an immersive audio installation experience. The audience encounters an orchestra of masked creatures sculpted from felt blankets, blowing tiny hand-sculpted bird whistles they grasp within their fragile ceramic hands. The musician’s bird song builds up to a dawn chorus with an abrupt censure, leaving the audience with a sentiment of loss. Unfolding in further galleries are sculpture from the series Life Line, Life Guard and Amazonia that weave a visual narrative, tackling issues of survival, and although many of the works were conceived over ten years ago, they are even more timely in view of recent events. Objects, vitrines and drawings derived from the artists 2009 expedition to the Peruvian Amazon, recount an oasis of diversity in a state of crisis. At the same time, they restore our focus to the world around us, the beauty of the millions of species both locally and globally that depend on the Amazon for their survival, and to the natural cycles of life and death.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.346 | 0.154 |
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".