Bibliographic record
Abstract
In a scene in Lady Godiva Rides Again , Alistair Sim as a bankrupt film producer cynically reflects that, “What with television to the left of us, Hollywood to the right of us, and the government behind us, our industry – laughable term – is forever on the blink.” It was a cry from the heart: by 1952, the independent companies formerly under Rank's umbrella had found the rain getting in, several of the major studios had been disposed of, the Crown Film Unit was closed, and the “X” certificate was introduced to tempt audiences to the previously forbidden. Yet, while television and Hollywood seemed a threat to the studios, for an adaptable composer like Alwyn they could be an opportunity. Already he had composed for a television film, and, of the four features bearing his credit in 1952, the first was Hollywood-financed. Stuart Heisler's Saturday Island (1952) was released by RKO-Radio in March. An episodic, improbable, and often ludicrous curiosity notable for its kitsch, the film explores the relationship between a Canadian nurse (Linda Darnell) and a US marine (Tab Hunter), shipwrecked together on a desert island. The performance of the one-armed actor Donald Gray, who arrives late in the film as a crashed RAF pilot, strips it of any vestiges of dignity. Alwyn made some attempt at rescue, compensating for inadequacies in the direction through his own interpretations of mood and emotions, at its most extreme amounting to a kind of musical doodling. At other times the composition seems too polished for the uninspired direction and camerawork. The film's main theme, a calypso by full symphony orchestra, lacks the robust rhythmic mix of calypso and rumba of its predecessor in The Rake's Progress . There is also a surprise: among the orchestral instruments is what sounds like a theremin. Although the instrument had been used successfully by Miklos Rozsa in Spellbound (1945) and Roy Webb in The Spiral Staircase (1945), Alwyn usually relied on fairly standard orchestral instruments for his vertiginous harmonies. However, here it is, joined by the vibraphone to flashback to the experiences of a crazed, shipwrecked poor-man's Ben Gunn (John Laurie).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.018 |
| Scholarly communication | 0.015 | 0.016 |
| Open science | 0.001 | 0.012 |
| Research integrity | 0.004 | 0.010 |
| Insufficient payload (model declined to judge) | 0.108 | 0.030 |
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 source (direct Gemma or distilled Codex), 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".