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Introduction

2020· book-chapter· en· W4242149872 on OpenAlexaboutno aff
Joanne Parker, Corinna Wagner

Bibliographic record

VenueOxford University Press eBooks · 2020
Typebook-chapter
Languageen
FieldArts and Humanities
TopicCultural History and Identity Formation
Canadian institutionsnot available
Fundersnot available
KeywordsMedievalismArchitectureClassicismRomancePaintingArtPoliticsHistoryArt historyLiteratureMiddle AgesVisual artsAncient historyPolitical scienceLaw

Abstract

fetched live from OpenAlex

Abstract The introductory chapter charts the evolution of Victorian medievalism in art and architecture, literature and language, politics and social life in Britain, but also in Europe and the Americas. The introduction compares and contrasts what were often described as the two great cultural movements of the century: medievalism and classicism. It examines the turn toward the Middle Ages in earlier eras, and traces the various nineteenth-century offshoots of this turn, including antiquarian collecting, Romantic poetry, Gothic novels, Pre-Raphaelite painting, church building in New Zealand and Canada, popular music and dance, colonial economic discourse, and in the language of Toryism, radicalism, High Church Anglicanism and even utilitarianism. The introduction describes how Victorian medievalist architecture, art, and literature are finally receiving the attention and appreciation they deserve—far more than they had received throughout much of the twentieth century—from scholars, curators, collectors, conservators, town planners, and members of the general public alike.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.643
Threshold uncertainty score0.509

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0070.003
Open science0.0020.003
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.6430.457

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 head0.032
GPT teacher head0.164
Teacher spread0.132 · 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.

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

Citations1
Published2020
Admission routes1
Has abstractyes

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Same venueOxford University Press eBooksSame topicCultural History and Identity FormationFrench-language works237,207