MétaCan
Menu
Back to cohort
Record W2791276579 · doi:10.3366/vic.2018.0297

Inaction, Indecision, and Public Politics in Gissing's <i>Veranilda</i>

2018· article· en· W2791276579 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueVictoriographies · 2018
Typearticle
Languageen
FieldArts and Humanities
TopicMedieval European Literature and History
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPoliticsScholarshipAgency (philosophy)Context (archaeology)CriticismAction (physics)SociologyTRACE (psycholinguistics)AestheticsIndependence (probability theory)George (robot)EpistemologyEnvironmental ethicsHistorySocial sciencePolitical sciencePhilosophyLawArt history

Abstract

fetched live from OpenAlex

This article examines George Gissing's unfinished novel Veranilda (1904) to argue for the insights that it imparts on the debates between individual agency and deterministic circumstances, and between action and inaction. Criticism has performed the crucial task of situating the novel in the contexts of Gissing's oeuvre, his study of the Classics, and its publication. My essay contributes to scholarship by attending to the development of Basil, the central protagonist, to reveal the value of indecision and inaction in the context of the novel's political climate. I begin by analysing the conclusions that have been put forward by Gissing's contemporaries and especially the ending that is foreshadowed by the published text. In so doing, I show how Veranilda seems to insist upon the futility of an individual's actions notwithstanding his or her best intentions. I go on to analyse Basil's social position as an aristocrat, discussing how its attendant qualities in class and bearing could not have prepared him for the challenges of dealing with the story's conflicts. Where Basil begins as a very real victim of circumstance, I trace his development of independence and free will – terms that have particular force when applied to Gissing's wider oeuvre.

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: Empirical
Teacher disagreement score0.907
Threshold uncertainty score0.492

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
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 head0.021
GPT teacher head0.212
Teacher spread0.191 · 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