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
In this re-reading of The Second Sex, the author argues that Beauvoir transgressively employs Sartre’s universal binary categories of Being and Nothingnessin her effort to account for the economic, political, cultural and psychological conditions of women’s situation. In doing so, she challenges Sartre’s theory of radical ontological freedom and concretizes his abstract philosophic voice, thereby avoiding their rationalist and voluntarist implications. Contesting Beauvoir’s feminist critics, who saw her as emotionally and philosophically dependent on Sartre and her work as an amalgam of Sartrean existentialism and feminist insights, the author maintains that Beauvoir had her own independent project – to transform Sartrean existentialism to make it contextually sensitive. Distancing herself from Sartre’s theory of freedom and its valorization of masculine experience and disembodied consciousnesses, Beauvoir’s theory of situational freedom and embodied subjectivity draws her closer to the existentialism of Merleau-Ponty.
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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.157 | 0.002 |
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