Bibliographic record
Abstract
The concept of a philosophical legacy is figurative. A literal legacy involves the transfer of tangible goods (and perhaps intangible ones, such as peerages) from one generation to another. Like literal legacies, philosophical legacies also involve the transfer of goods between generations. But unlike literal legacies, the goods being transferred in philosophical legacies are ideas, arguments, systems, or other such philosophical entities. This difference in a philosophical versus literal legacy is important, and complicates considerably the correct use of the notion of philosophical legacy itself. Because philosophical legacies consist in ideas, arguments, and so forth, those “inheriting” them must necessarily engage in acts of interpretation. Because philosophical legacies necessarily involve interpretation, they are not fixed: what the legacy or bequest actually means or amounts to depends, to a greater or lesser extent, on the person receiving it. This is not necessarily the case with literal legacies, in which the inheritors can receive their inheritance without any effort (intellectual or otherwise) on their part. I begin with these comments because the Stoics' theory of the natural law has long been regarded as one of their most lasting and influential legacies. This is arguably true, but depending on how the notion of the legacy itself is understood, there is a real risk of simplifying and distorting the interactions that occurred between the Stoics and their successors.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.027 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".