Bibliographic record
Abstract
Stoicism has its roots in the philosophical activity of Socrates. But its historical journey began in the enrichment of that tradition with other influences by Zeno of Citium almost a century after Socrates' death, and it continued in the rise and decline of the school he founded. An apparently long pause followed during the Middle Ages, although it seems clear that its philosophical influence continued to be felt through a variety of channels, many of which are difficult to chart. In the early modern period, Stoicism again became a significant part of the philosophical scene and has remained an influential intellectual force ever since. In the middle of the last century, Max Pohlenz, in a book whose value was always limited by the cultural forces of its time and place (Pohlenz 1948), described the school as an ‘intellectual movement.’ ‘Intellectual movement’ captured something of the longevity and protean variability of Stoicism. The dynamic connotations of that metaphor are apt, but I prefer the metaphor of a special kind of journey. An intellectual engagement with Stoicism is an odyssey in three ways. First, the historical trajectory of the school itself and its influence is replete with digressions, narrative ornament, and improbable connections, yet moving ultimately toward an intelligible conclusion. Second, the task of recovering the history of Stoic thought is an adventure in the history of philosophy. It can be a perilous journey for the novice, one requiring guides as varied in their skills and temperaments as was Odysseus, whose epithet polutropos (‘man of many talents’) indicates what is called for. And third, for those readers who find the central ideas of Stoicism appealing either in a purely intellectual way or in the moral imagination, the ongoing confrontation with Stoicism is one which refines philosophical intuitions, challenges both imagination and analytical talents, and leads ultimately to hard philosophical choices which, if taken seriously, define the kind of life one chooses to lead.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.327 | 0.156 |
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".