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Record W7115924619 · doi:10.5604/01.3001.0055.5186

Strategies of Emancipation in Contemporary Polish Literature: AffectiveAutofiction in Women’s Writing

2025· article· W7115924619 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueTekstualia · 2025
Typearticle
Language
FieldSocial Sciences
TopicDiverse Academic Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsEmancipationNarrativeQuarter (Canadian coin)Term (time)Period (music)Feminism

Abstract

fetched live from OpenAlex

<ns3:p>The objective of this article is to provide an analysis of literature written by women in Poland duringthe fi rst quarter of the twenty-fi rst century. The author’s aim was to explore few selected literarytheories that most accurately refl ect on women’s history of literature. The discussion combinethe concepts of feminist new materialism, the affective turn, and theories of nomadic subjectivity.Author examines the interrelations of those theories as well as their impact on the interpretationof Polish contemporary prose. This overview is further complemented by refl ections on women’sautobiographical writing and controversial term „women’s literature”. The author identifi es worksin which all identifi ed tendencies are evident, especially in their themes, narrative strategies andmetaphorical frameworks. The books are results of the long-standing social and literary practicesof several generations of women writers and scholars and are used as tools for the broader feministdiscourse.</ns3:p>

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.227
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.004
Science and technology studies0.0000.001
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.001
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 head0.044
GPT teacher head0.396
Teacher spread0.353 · 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