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Record W4401520300 · doi:10.3390/h13040104

‘After All the Years of Separation’: Musically Representing Author L.M. Montgomery’s Suspended Romances

2024· article· en· W4401520300 on OpenAlexaboutno aff
Merri Bell

Bibliographic record

VenueHumanities · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicTheater, Performance, and Music History
Canadian institutionsnot available
FundersAustralian Government
KeywordsSeparation (statistics)ArtHistoryMathematicsStatistics

Abstract

fetched live from OpenAlex

Canadian author L.M. Montgomery did not set out to write stories about romance. As she indicated in her journals, she wrote character-driven stories of young girls navigating their way through girlhood. However, she understood that the public, and her publishers, expected these girls to experience romance that culminated in marriage, following the societal traditions of the time. Montgomery managed this dichotomy by having many characters experience a suspended romance, delaying the romantic aspect of the relationship for as long as possible. Arts-based practice is a mode of analysis and offers the opportunity to find a new way of understanding and communicating Montgomery’s type of suspended romance. Music is, in many ways, considered romantic, so it is an appropriate medium to communicate Montgomery’s romantic narrative structures. This paper investigates Montgomery’s use of suspended romance in her novels and how this delay provided her characters with time to develop other areas of their lives. An arts-based methodology was used to identify and analyse recurring themes in Montgomery’s work, as the question is not can Montgomery’s theme of romance be musically represented but how. The result of this creative experimentation is a new musical composition that articulates these suspended romances using six different musical devices. This creative work exemplifies the intertextual link that exists between Montgomery’s work and new musical compositions.

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)0.002
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.132
Threshold uncertainty score0.262

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0240.019
Scholarly communication0.0080.003
Open science0.0010.005
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0060.001

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 head0.054
GPT teacher head0.271
Teacher spread0.216 · 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
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
Published2024
Admission routes1
Has abstractyes

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