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
Aristotle's Eudemian Ethics has been unjustly neglected in comparison with its more famous counterpart the Nicomachean Ethics. This is in large part due to the fact that until recently no complete translation of the work has been available. But the Eudemian Ethics is a masterpiece in its own right, offering valuable insights into Aristotle's ideas on virtue, happiness and the good life. This volume offers a translation by Brad Inwood and Raphael Woolf that is both fluent and exact, and an introduction in which they help the reader to gain a deeper understanding both of the Eudemian Ethics and of its relation to the Nicomachean Ethics and to Aristotle's ethical thought as a whole. The explanatory notes address Aristotle's many references to other works, people and events. The volume will be of interest to students and scholars of the history of ethics, ancient and moral philosophy, and Aristotle studies.
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 | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 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