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.
Bibliographic record
Abstract
Pioneers and Foundational TextsChrista reinig's often quoted statement, "literatur ist ein hartes Männergeschäft von dreitausend Jahren her.Das muß jede autorin erfahren, wenn sie das Wort ich gebraucht" (119-20), sums up key topics, challenges, and debates of feminist literary criticism of the 1970s.reinig highlights two major areas that were crucial to this critical approach, which was developed in the late 1960s and 1970s in the context of the second-wave women's movement.first, reinig asserts that literature and its institutions have been formed and ruled by men and that male authority and perspectives produced the literary field.secondly, women's exclusion from this realm, a 3000-year history of absence and marginalization denies female authors both agency and subjectivity.How then should women writers confront this legacy of silence and how can they find their own voice?such questions were foundational to feminist literary criticism and shaped many of the theoretical approaches and scholarly inquiries in both the North american and West German academy.among the pioneers of the second-wave women's movement, kate Millett (Sexual Politics [1970]), in particular, drew attention to the stereotypical depiction of women in texts by male authors such as Henry Miller or Norman Mailer.from the very beginning, literature thus was seen as instrumental to women's emancipation, but the focus soon shifted to texts written by women authors and their representation of female figures (eagleton 106). of equal importance was the search for a literary tradition by women and the vexing problem of whether a specifically feminine aesthetic could be identified.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it