GETTING BACK TO NORMAL: ON NORMATIVITY IN HISTORY AND HISTORIOGRAPHY
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
ABSTRACT Normativity has long been a central concept in ethics, medicine, and the social sciences. It has not been fully explored as an element in historiography or historical thought. This article contends that normativity, when taken as a metaconcept that underpins notions of the “normal,” “norms,” and “normality,” can help us understand changing attitudes to the possibility, actuality, and moral exemplarity of historical phenomena, but only if we disaggregate three different modes or registers of normativity: moral, metaphysical, and phenomenal. After exploring the place of moral normativity in historical thought and writing from antiquity to the early modern era, I discuss metaphysical and phenomenal normativity as filters that, from the Middle Ages through the seventeenth century, were applied to reported or recorded experience prior to any decision to derive from it any moral conclusions. I then argue that Baconian empiricism, Humean skepticism, classical probability theory, and mathematical statistics collectively gave rise to a modern sense of what constituted “normality” for past and present events. Finally, I conclude that the late Enlightenment bequeathed to modernity and postmodernity a normalized sense of fundamental rupture (exemplified by the French Revolution and characterized as the “historical sublime”) that we still experience and struggle through as we routinely reconstruct history as both a linear tradition and a discontinuous series of “new normals.” We also contend with this sense of fundamental rupture as we “renormalize” catastrophes that could reasonably be regarded as beyond normalization while simultaneously fetishizing the experience of disruption, which we have defined as a clinamenic swerve from one normality into another. This paradoxical process is accompanied by a deadened capacity to judge that which is, and is not, normal.
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 | 0.002 | 0.002 |
| 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 | 0.000 |
| 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 | 0.000 |
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