MétaCan
Menu
Back to cohort
Record W4415263850 · doi:10.29173/spectrum291

Exterior and Interior Injustice and Selfhood in the Poetry of Mary Robinson

2025· article· fr· W4415263850 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSpectrum · 2025
Typearticle
Languagefr
FieldArts and Humanities
TopicLiterature: history, themes, analysis
Canadian institutionsnot available
Fundersnot available
KeywordsInjusticeTheme (computing)PoetryRomanceIdentity (music)

Abstract

fetched live from OpenAlex

Mary Robinson was a writer who made important contributions to the earliest phases of the Romantic movement. Infamous in her own time for having been the mistress of the Prince of Wales, but soon forgotten after her death, her work is largely understudied. Seeking to understand the work of this writer, this paper explores the theme of justice in Robinson’s work through a close reading of her poetry and finds her understanding of this theme shifts through her career, but is always connected to identity and selfhood. Her earlier poems suggest injustice is exterior to one’s sense of self and does not inhibit one’s ability to autonomously actualize their identity, while her later views suggest that injustice is interior to the self and can permanently inhibit the formation and actualization of the victim’s identity. Further, this paper connects events in Robinson’s life during the earlier and later phases of her writing that might have resulted in this shift in her views. In light of this research, further investigation of Robinson’s writing is necessary to advance an understanding of her unique voice in particular and the Romantic movement as a whole.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.924
Threshold uncertainty score0.651

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.005
GPT teacher head0.211
Teacher spread0.206 · 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