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
Wake in Guangzhou: The History of the Earth is a site-specific installation exhibited in in the Guangdong Museum of Art in Guangzhou, China, that problematizes issues of migration, trade, and landscape transformation. Wake in Guangzhou investigates the origin of the seeds found on the site of Huagui Lu, in the Liwan district in Guangzhou’s city center, where today a hundred wholesale markets exist. A mound of earth was removed from Huagui lu, a street in the Liwan District, the former merchant quarter’s of Guangdong. The earth sample was put in the courtyard of the Guangzhou Museum so dormant seeds previously buried in deep layers could germinate when exposed. The botanist Heli Jutila writes, “Although seeds seem to be dead, they are in fact alive and can remain vital in soil for decades, and even hundreds of years in a state of dormancy.”
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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