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
William Randolph Hearst (1863-1951) was one of the most famous men in America in the first half of the twentieth century. His life as a newspaper magnate and politician was caricatured in Orson Welles' Citizen Kane and his home in San Simeon, California, (known to the world as Hearst Castle but called by its owner La Cuesta Encantada, or the Enchanted Hill) is still one of the most visited house museums in America. During the 1920s and 1930s, his appetite for purchasing art accounted for fully one quarter of the world's market and his collection furnished no fewer than six separate residences.Hearst: The Collector takes the reader inside each of these palatial residences, illustrating, for the first time, the most interesting pieces from Hearst's vast holdings, which were dispersed over the years among many museums throughout the world, including the Metropolitan Museum of Art, the Los Angeles County Museum of Art, the J. Paul Getty Museum, the National Gallery of Art, the Louvre, the Rijksmueum, the Victoria & Albert Museum and the Tower of London.
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 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 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