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
The project consists of a trilogy of films and a live performance. The Future trilogy takes IKEA riot of 2005 as the starting point for a speculative history of a fictional future, culminating in a choreographed re-enactment of the original event. Shot on 16mm and 8mm film, the series explores the possibility of collective action emerging from the capitalist relations inherent in the consumer riot. The live performance No Haus Like Bau, staged at the HAU 1 theatre in Berlin for the 5th Berlin Biennale, continues this research into re-enactment and post-1989 politics by dramatizing the rise and fall of the soviet union as a neo-Constructivist mime using a stage set made of flatpack furniture. Using the aesthetics of Modernism and the avant garde, from Constructivist and Futurist constumes to biomechanics and Bauhaus theatre theory, the project transposes early twentieth century utopian ideology to a present day setting where mass uprisings are motivated by cheap commodities. These explorations of consumerism and revolution have been widely exhibited internationally and supported by Film London, Arts Council England, Collective Gallery and the Berlin Biennale. The Future Trilogy formed the basis of a solo exhibition at the Te Tuhi Art Centre in Auckland, New Zealand and was screened as part of the Signal and Noise media art festival in Vancouver, as well as other exhibitions and screenings including “Roll it to Me” at Collective Gallery, Edinburgh, and Apocatopia, Castlefield Gallery, Manchester.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.019 | 0.032 |
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