Fragrance of Deliverance in the Slough of Agony in George Bernard Shaw's the Devil's Disciple
Bibliographic record
Abstract
The Irish dramatist George Bernard Shaw has been ranked by many as the greatest English playwright since Shakespeare and he is also the fine successor and the loyal disciple of Henrik Ibsen. The Devil’s Disciple , published in 1897, is one of Shaw’s three Plays For Puritans and his only full-length play with a purely American atmosphere which stabilized his career as a successful dramatist in English stage. The Devil’s Disciple shows the sense of resentment and fear that were felt during the American Revolution towards Britain’s imperialism. This study intends to search into the world of American colonists and manifests their sense of fear, meanwhile, focuses on the protagonist, Richard, who with the stability on his false identity jeopardizes his life in search of freedom for his nation in order to free them from the shackles of Britain. Key words: Nation; Self-sacrifice; Deliverance; The devil’s disciple ; Britain; Imperialism
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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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.012 | 0.036 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.005 |
| 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 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".