James Joyce's Negations: Irony, Indeterminacy and Nihilism in "Ulysses" and Other Writings
Bibliographic record
Abstract
Introduction Part One, Irony and Indeterminacy as Normative: Irony and Inclusiveness Dubliners and The Persistence of Irony Part Two: Irony, Technique and The Fate of Sentiment in Ulysses: Technique and Language in Ulysses Sentiment, Music, Women Part Three, Multiperspectivism, Indeterminacy and Nihilism in 'Ulysses': Ulysses: Fragmentariness, Pluralism, Indeterminacy and the Question of 'Meaning' 'Ithaca' and the Futility of Taxonomy, Ulysses and The Question of Order/Design Part Four, Negation and The Possibility of Affirmation - Bloom, 'Ithaca' and 'Penelope': Leopold Bloom: Passive Hero or 'Aesthetic Man'? 'Avoiding the Void? 'Ithaca' and 'The Apathy of the Stars' Trying to Say 'Yes': Ironising Molly Bloom Part Five, 'Finnegans Wake' as Culmination: The Paradox of Willed Indeterminacy in Finnegans Wake Postscript: Joyce and the Limitations of Comedy Bibliography Index.
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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 | 0.001 | 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 | 0.001 | 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".