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
Abstract The book offers the first full‐length treatment in English of Hegel's idea of freedom. It explores his theory of what it is for an individual to be free and his account of the social and political contexts in which freedom is developed, realized, and sustained. The book investigates a number of central questions concerning Hegel's ethics and political theory. Is Hegel's outlook unacceptably conservative? Can freedom be equated with rational self‐determination? Is there any special connection between freedom and citizenship? By offering interpretations of Hegel's views on these and other questions, the book develops a novel ‘civic humanist’ reading of Hegel's social philosophy, one that restores to its proper, central place Hegel's idea of freedom. The book is written in a clear and jargon‐free style and will be of interest to anyone concerned with Hegel's ethical, social, and political thought and the sources of contemporary ideas about freedom, community, and the state.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.015 | 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