Bibliographic record
Abstract
Popular accounts of F. Scott Fitzgerald’s contact with the film industry often spin a tale of professional decline. But rather than ruining his talent, time spent in Hollywood benefited Fitzgerald by providing the financial and creative resources he needed during a complex moment in American cultural life. Furthermore, rather than being revenge tracts, Fitzgerald’s Hollywood fiction and his unfinished novel offer some of the early examples of American film theory by carefully examining studio culture and the writer's place within it. While it is true that Fitzgerald had his share of troubles as a screenwriter, many of these difficulties were of his own devising. Fitzgerald was heavily invested in the notion of the artist as a solitary man of genius. His collaborators often resented his claims to superior taste and judgment, especially since his scripts often weren’t filmic enough. But from the beginning of his career he was a hard-working professional writer who was savvy about making money – especially from the film industry – on the commodities he produced. Hollywood wasn't the setting for F. Scott Fitzgerald’s failed second act; it was part of the same successful performance.
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.
How this classification was reachedexpand
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".