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Record W7133000821

Polyphonic Dissonance in the Works of F. M. Dostoevsky: Contrapuntal Motifs and Voices from the Margins

2025· dissertation· W7133000821 on OpenAlexfundno aff
Barnabas Daniel Kirk

Bibliographic record

VenueTSpace · 2025
Typedissertation
Language
FieldSocial Sciences
TopicRussian Literature and Bakhtin Studies
Canadian institutionsnot available
FundersUniversity of Toronto
KeywordsNarrativePolyphonyCognitive dissonanceSilenceIdeologyTheme (computing)FocalizationNarratologyMetaphor
DOInot available

Abstract

fetched live from OpenAlex

This thesis examines marginal voices as new ways of reading and understanding narrative polyphony in three of Fedor Dostoevsky’s final novels: The Idiot, Demons, and Brothers Karamazov. Narrative development in these works is driven by an open and continuous exchange of ideas, but I argue that not all voices are heard equally. I build on Mikhail Bakhtin’s theory of polyphony as a means of studying the interplay of fully valid voices. I contend that marginal voices are integral to the narrative and contribute to the ideological core of each text. In Chapter 1, on The Idiot, I consider how motifs reveal the protagonists’ individual experience of condemnation amidst the breakdown of communication in high-society St Petersburg. Two women, Marie and Nastasia Filippovna, are at the heart of this investigation, and they establish the theme of marginalised female voices as a key source of narrative dissonance. In Chapter 2, I investigate the ethical problems that frame the unparalleled tragedy of Demons. Maria Lebiadkina is the focus of this study, and although she is disparaged for her physical and mental condition, the echo of her voice throughout the narrative carries the novel’s hope of moral regeneration. In Chapter 3, on Brothers Karamazov, I examine how the dominant voices of the Karamazov men silence those around them. I focus on the motifs of hysteria and motherhood to bring the missing voices of women to the narrative foreground. Through this analysis, I demonstrate how Dostoevsky relies on marginalised voices as a source of ideological dissonance. This dissonance provides new insight into the author’s representation of women, his fascination with the unorthodox faith of marginalised communities, and the power of disruptive speech from the margins. Scholarship has long focused on the title characters of Dostoevsky’s novels, and my thesis complements this work by considering the fuller range of voices in the polyphonic narrative.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.394
Threshold uncertainty score0.978

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.012
GPT teacher head0.333
Teacher spread0.321 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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