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Shall We Go for It?

2023· book-chapter· en· W4399089199 on OpenAlexaboutno aff
Sam Murray

Bibliographic record

VenueUniversity of Illinois Press eBooks · 2023
Typebook-chapter
Languageen
FieldArts and Humanities
TopicMusic History and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyComputer science

Abstract

fetched live from OpenAlex

Céline Dion’s A New Day . . . residency in Las Vegas has become a show not only defining the French Canadian chanteuse’s career but through parody and satire has begun to redefine how the world understands and engages with her. Dion’s performer-audience interactions give us glimpses into her personality and humanity, but can often be quite bizarre in nature when examined outside of the confines of Las Vegas. This chapter examines and analyzes key performer-audience interactions from the A New Day . . . residency to explore how they have constructed new meanings in Dion’s relationships with her audience. While Las Vegas itself is often a parody of the “real world” with its celebrity impersonators and replicas of landmarks, this time a focus is placed on what happens when a product of Vegas itself is reflected, subjected to satire and parody, and replicated outside of its borders.

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)0.004
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.041
Threshold uncertainty score0.138

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.011
Scholarly communication0.0090.011
Open science0.0010.004
Research integrity0.0030.009
Insufficient payload (model declined to judge)0.0410.021

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 head0.089
GPT teacher head0.197
Teacher spread0.107 · 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
Published2023
Admission routes1
Has abstractyes

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Same venueUniversity of Illinois Press eBooksSame topicMusic History and CultureFrench-language works237,207