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Record W4285464822 · doi:10.32920/ryerson.14648592.v1

Popular materials: late-Victorian illustrated magazines and the technological imagination

2021· preprint· en· W4285464822 on OpenAlexaff
Alison Hedley

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldArts and Humanities
TopicTravel Writing and Literature
Canadian institutionsToronto Metropolitan UniversitySt. Mary's UniversityCentre for Social InnovationUniversity of Victoria
Fundersnot available
KeywordsMateriality (auditing)ContextualizationObject (grammar)MediationReading (process)AestheticsLiteracyPopular cultureSociologyVisual artsArtMedia studiesSocial scienceComputer sciencePolitical scienceLaw

Abstract

fetched live from OpenAlex

How did the multimodal aesthetics of popular illustrated periodicals shape late-Victorian reader engagement? How did these terms of engagement relate to the role magazines played in emerging mass culture? My dissertation investigates these questions using evidence from four popular periodicals between 1885 and 1918: the Graphic, the Illustrated London News, Pearson’s Magazine, and the Strand. Readers possessed a print media literacy through which they could interpret the material traces of production that were part of a periodical’s aesthetics and situate a print object in its real and imagined socio-technological contexts, a capacity I describe as the technological imagination. Print media literacy also enabled readers to attend to how a physical print object mediated culture, which I describe as medial awareness. Combining close reading with historical contextualization and a media archaeological emphasis on materiality, I analyze aesthetic characteristics of these four illustrated magazines that influenced reader engagement by invoking readers’ technological imagination. At the turn of the century, the Illustrated London News and other popular illustrated magazines underwent what Gaudreault and Marion would call a “second birth,” repositioning themselves within the era’s new media milieu. The increasingly visual and multimodal aesthetics of these periodicals engaged readers’ technological imagination and drew their attention to mediation itself. Using de Certeau’s theory of strategy and tactic, I argue that periodical producers strategically invoked the technological imagination to acquire cultural authority, but readers could use their medial awareness to poach producer techniques, becoming critical and productive agents of mass culture. In news weeklies such as the Illustrated London News and the Graphic, advertisers encouraged readers to conflate reading and consumption, but readers could appropriate advertising strategies using curatorial and hyper-reading tactics. In monthlies such as Pearson’s, population journalism prompted readers to conceptualize themselves using a “biopolitical” rubric of normalization, in Foucault’s sense, but this genre’s spectacular strategies created space for readers to exert tactical agency. In “Curiosities,” a participatory feature in the Strand, readers used the technological imagination to appropriate multimodal magazine production and contribute to what Flichy terms the “socio-technical frame of reference” for the hand camera. As “Curiosities” demonstrates, late-Victorian illustrated periodicals influenced the terms of user engagement for twentieth- and twenty-first-century mass media.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.020
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0060.020
Scholarly communication0.0130.007
Open science0.0010.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.017
GPT teacher head0.216
Teacher spread0.200 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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
Published2021
Admission routes1
Has abstractyes

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