Bibliographic record
Abstract
This paper is a study on the absurdity underneath the realistic factors in Harold Pinter’s The Dumb Waiter. Through analyzing the realistic elements in The Dumb Waiter’s setting, plot and characterization respectively, this paper attempts to prove that despite these realistic aspects, the overall effect of the play is one of uncertainty and absurdity. Key words: The Dumb Waiter, realism, absurdity Resume: L’article present etudie principalement l’utilisation des elements realistes et l’absurdite cachee sous l’apparence realiste dans la piece d’Harold Pinter- Le Serveur muet. A travers l’interpretation de cette piece, l’auteur croit que, malgre l’utilisation du systeme du theâtre realiste traditionnel dans l’agencement du contexte, la structure de l’intrigue et la description des personnages, cette piece exprime, du point de vue plus profond, l’absurdite de la condition humaine ainsi que l’isolement et la solitude entre les etres. Mots-Cles: Le Serveur muet, realisme, absurdite
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 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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.028 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.010 | 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".