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Record W4416323317 · doi:10.32396/hand9x37

A Jury of Her Audience

2025· article· W4416323317 on OpenAlexvenueaboutno aff
Emily Zepick

Bibliographic record

VenueUSURJ University of Saskatchewan Undergraduate Research Journal · 2025
Typearticle
Language
FieldArts and Humanities
TopicTheatre and Performance Studies
Canadian institutionsnot available
Fundersnot available
KeywordsJuryGestureIdentification (biology)Jury trialAudience responseJury instructions

Abstract

fetched live from OpenAlex

Sharon Pollock’s 1980 play Blood Relations tells a fictionalized story of the real-life Lizzie Borden murders. While the work is an example of feminist theatrical literature that features commentary on gendered oppression, the lesser-prevalent but more scathing commentary is found in Pollock’s metatheatrical identification of the audience. As court members speak to the audience and actresses gesture to the real cultural history of the murders, Pollock implicitly asks her viewers to consider not only the guilt of the characters in the murders, but also the patriarchal associations that caused Lizzie’s supposed acts in the 1890s and continue into modern Canadian society. At the emotional height of the play, the lights go out as the image of an axe is about to descend on its victim, and as the lights come back on, the audience is forever transformed into not only jury members in Lizzie’s murder trial but also potential guilty criminals in the outcome of the events. The blood is not only on Lizzie’s hands, but also on every hand in the theatre.

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)0.009
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 score0.133
Threshold uncertainty score0.445

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0190.003
Scholarly communication0.0060.003
Open science0.0010.005
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.1330.027

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 head0.287
Teacher spread0.248 · 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
Published2025
Admission routes2
Has abstractyes

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Same venueUSURJ University of Saskatchewan Undergraduate Research JournalSame topicTheatre and Performance StudiesFrench-language works237,207