Bibliographic record
Abstract
The essay sheds light on Aristotle’s understanding of friendship and its relation to political life.The author challenges the usual view that Aristotle postulates three distinct kinds of friendship. Instead the author argues that Aristotle understood there to be only one kind of friendship, and that other “friendships” were to Aristotle “unfinished” and thus not friendship at all. Aristotle shows that the relation between friendship and politics is grounded in friendship’s possibility for human beings, and not as something cherished for its actuality. By looking at proper friendship as possibility and not actuality, we could only ever interpret the infamous statement attributed to Aristotle—“my friends, there are no friends”—not as illuminating of what friendship is but rather as a nostalgic diagnosis of the decay of the possibility of friendship, and hence of politics. By extension, and more poignantly, interpreting Aristotle’s work on friendship in this light, we stand ready to reinterpret the mobilization of Aristotelian friendship for contemporary understandings of democratic practice.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.038 |
| Scholarly communication | 0.007 | 0.010 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".