Prototype examples of kiln cast recycled ceramic and glass waste. \nFeatured in exhibition: 'Object Factory' - The Art of Industrial Ceramics. \nThe Gardiner Museum, Toronto, Canada
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
Object Factory: The Art of Industrial Ceramics is the first major U.S. museum exhibition to survey contemporary innovation in industrial ceramic production and the renaissance of ceramics in art and design today. The exhibition explores how artists and designers are reviving interest in ceramics through collaborations with industry that enhance and sometimes subvert the industrial process. Object Factory presents works created for leading manufacturers as well as artworks by independent artists and designers. Both non-functional and functional works are highlighted, as are important technological advances in ceramic material that allow for its use in electronic appliances, cutting implements, and other surprising products. \n \nThe exhibition was curated by acclaimed ceramic artist and designer Marek Cecula and is accompanied by a 120-page, fully illustrated catalogue published and distributed by the Gardiner Museum, Toronto.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it