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
Context view, looking north, showing where the Chihuly Bridge of Glass meets the museum, with the Hot Shop Amphitheater (a tilted 90-foot-tall steel cone reminiscent of sawmill wood burners) at center; The Museum of Glass is a museum dedicated to the medium of glass art located in Tacoma, Washington. The Tacoma area was selected in part because it is the hometown of legendary glass artist Dale Chihuly. The museum, designed by acclaimed Canadian architect Arthur Erickson, opened in July of 2002 and is located near the University of Washington Tacoma in downtown. The museum is linked to downtown Tacoma via the The Bridge of Glass. The bridge consists of thousands of glass-art masterpieces created by Chihuly to make up the Venetian Wall, Seaform Pavilion and Crystal Towers. The museum exhibits a conical building, which houses the glass blowing demonstrations. Source: Wikipedia; http://en.wikipedia.org/wiki/Main_Page (accessed 1/20/2008)
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 | 0.000 | 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