Subtle Varieties of Love within Cecil B. DeMille's Samson and Delilah (1949)
Bibliographic record
Abstract
EXPLORING THE SUBTLE VARIETIES OF LOVE WITHIN CECIL B. DeMILLE'S SAMSON AND DELILAH (1949) Introduction: Cecil's Samson SagaProducer-director(1) Cecil B. DeMille(2) (1881-1959), affectionately known as CB, was a co-founder of Hollywood, a progenitor of Paramount studio and an unsung auteur who helped turn an obscure Californian orange grove into a major movie centre that became the synonym for commercial filmmaking worldwide.(3) Not only did DeMille help institute "the Age of Hollywood" (Paglia 1994, 12), but this pioneering "auteur of auteurs" (Vidal 1995, 303) became the master of the American biblical epic with such indelible classics as The Ten Commandments (silent), The King of Kings, Samson and Delilah and The Ten Commandments (sound). Not surprisingly, he was subsequently tagged "King of the epic Biblical spectacular" (Finler 1985, 32), the "high priest of the religious genre" (Holloway 1977, 26) and the "arch apostle of spectacle" (Clapham 1974,...
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.007 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".