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Bowers, K. and Holland, K., eds. (2021). Dostoevsky at 200: the novel in modernity. Toronto: University of Toronto Press.

2025· article· en· W4411339038 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVoprosy literatury · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDiscourse Analysis and Cultural Communication
Canadian institutionsnot available
Fundersnot available
KeywordsModernityMedia studiesArt historySociologyArtHistoryPhilosophyEpistemology

Abstract

fetched live from OpenAlex

The review is devoted to a co- authored monograph on F. Dostoevsky’s poetics published to mark the bicentenary of his birth. It includes chapters on the problems and characteristic features of realism, subjects, and genre and the most representative motifs in the writer’s oeuvre. The reviewer finds that of the most interest are chapters that attempt to study Dostoevsky’s novels in the context of science (the chapters on the polemic with I. Sechenov’s theory and the reception of G. H. Lewes’s ideas), ideology (the chapters on the structure of Dostoevsky’s novels with reference to the imperial ideology of autocracy), or economy (the chapter on female capitalists in Dostoevsky’s works). The methodology of the book will be equally useful to Dostoevsky scholars and researchers specializing in 19th-c. literary realism. The chapters that discuss the motif of a duel and the gothic narrative in Dostoevsky’s books and offer an original interpretation of famous texts unaffected by the historic context and the established scholarly tradition, while providing a fresh perspective, indicate certain limitations.

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.

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)0.000
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.918
Threshold uncertainty score0.909

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.010
GPT teacher head0.270
Teacher spread0.260 · 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