Simone de Beauvoir’s Apprenticeship of Freedom
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 The Ethics of Ambiguity, Simone de Beauvoir makes reference to an “apprenticeship of freedom,” but she does not directly address why freedom requires an apprenticeship or what such an apprenticeship entails. Working from Beauvoir’s discussion of freedom in The Ethics of Ambiguity and her discussion of apprenticeships in The Second Sex, I explicate the idea of an apprenticeship of freedom, establishing why an apprenticeship is a necessary condition of freedom and describing how such an apprenticeship is administered. In doing so, I draw together two strands of thought within recent research on Beauvoir—first, that Beauvoir conceives of freedom as embodied and, second, that she conceives of freedom as interpersonal—to consider how adults’ interactions with a child either support or impede the realization of this child’s freedom.
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 | 0.000 | 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) | 0.005 | 0.000 |
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.
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