Aristotle's tyche (τύχη) and contemporary debates about luck
Why this work is in the frame
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Bibliographic record
Abstract
Abstract This paper proposes an interpretation of Aristotle's understanding of tyche (τύχη), a Greek term that can be alternatively translated as luck, fortune, or fate. The paper disentangles various threads of argument in the primary sources to argue for a realist understanding of what we moderns call “luck.” In short, it contends that Aristotle's account of these issues is mostly correct and merits close attention when canvassing recent philosophical debates about luckology. Aristotle argues that science pertains to the general rule; it is not about the particular. Particular events have contingent content that exceeds the scope of science. Even if we could predict all future events with ultimate accuracy, we would still be left wondering why good or bad things happen to specific people. Although luck is not a scientific category, it has an existential reality that leaves momentous events open to metaphysical and even religious interpretation.
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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) | 0.001 | 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