To glow with bright colours : Jimmy Gatz's trip to Oz
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
L. Frank Baum's The wonderful wizard of Oz (1900) could have furnished F. Scott Fitzgerald with a matrix of imagery and thematic for his The Great Gatsby (1925). The children's classic had sold widely and even been dramatized during Fitzgerald's childhood. Its emphasis on the greenness of the Emerald City foretells the role played by the colour green in Fitzgerald's novel. Baum's relentless optimism offers a foil to the profoundly tragic vision of the novelist; his title figure (also from the American Midwest) resembles Gatsby in his fraudulence. The shallowness of material fulfilment had preoccupied Fitzgerald since "The Diamond as Big as the Ritz" (1921). Gatsby enriched that vision. Could Wizard have furnished him with a network of imagery?
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 | 0.000 |
| 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