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Record W4411063282 · doi:10.29173/jjs114

Class Acts

2025· article· en· W4411063282 on OpenAlexaffvenue
Rob Breton

Bibliographic record

VenueJournal of Juvenilia Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsNipissing University
Fundersnot available
KeywordsMathematics

Abstract

fetched live from OpenAlex

The paper explores the teaching of juvenilia in the context of an ongoing crisis in the humanities, arguing the need to introduce university students to the study of child writing by including it when studying non-juvenile texts, as distinct from staging a separate course on it. It offers examples of teaching John Ruskin’s juvenilia with his mature work but also with romanticism more generally. Ruskin’s early poetry can be read as evasive, the young writer cutting himself off from examining his feelings as they emerge in the writing process, especially as he documents what might be very personal topics such as his interactions with his parents and his developing maturation. The paper argues that students reading Ruskin’s juvenilia will have insights into The King of the Golden River, a mature work, and the masculinities it represents because it too refuses to pursue difficult themes. In a similar way, his juvenilia can be used in the undergraduate classroom to enhance understandings of romanticism in that the evasiveness in Ruskin’s poetry can be read as the consequence of Ruskin’s reading of the romantics and especially the image of the romantic child as developed in Wordsworth’s verse. Though the paper is on pedagogy and juvenilia, most of it consists of an analysis of Ruskin’s early verse.

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)0.001
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.795
Threshold uncertainty score0.387

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.038
GPT teacher head0.389
Teacher spread0.351 · 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 designNot applicable
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 routes2
Has abstractyes

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