1st International Art Triennial Unpredictable Futures UFNA : DRAFTS (Design Research Artifacts in the Context of Exhibition)
Bibliographic record
Abstract
The 1st International Art Triennial Unpredictable Futures is a project of visions and research that responds to the current issues of the space and Anthropocene era focused on predicting life outside the Earth. The project is implemented in Molėtai and its environs, the town which, thanks to Lithuanian scientists and artists already several decades ago, became a place of visual, pragmatic, prognostic, ontological, and other connections with space. The 1st International Art Triennial Unpredictable Futures (UFNA) will search for answers to the question of what the world of the future will be. Interactions between the matter and bodies, cosmic light and sound, alpha, beta, and other particles, black holes, gravity, and other space experiences will be embodied in artifacts. With the help of traditional and interdisciplinary media, triennial participants worldwide will present their work, identify their relationship with space, their own, and other bodies, explore innovative materials and technologies, or even use the enigmatic X (12) dimension. The triennial presents art and design objects, artistic research from more than 60 artists, and art researchers from Denmark, Iran, Canada, Lithuania, New Zealand, Pakistan, Sweden, Switzerland, Germany, Finland, and Romania. The research project DRAFTS: Design Research Artifacts in the Context of Exhibition is a part of the UFNA Art Triennial that presents emerging topics in the field of fashion and textile design.
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 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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".