Plagues, climate change, and the end of an empire. <scp>A</scp> response to <scp> Kyle Harper's <i>The Fate of Rome</i> (2) </scp> : <scp>P</scp> lagues and a crisis of empire
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 This is the second of a three‐section review of Kyle Harper's The Fate of Rome in which we examine in detail Harper's treatment of two allegedly widespread and mortal Roman outbreaks of disease. In the case of the second‐century Antonine plague, we demonstrate that Harper overlooked a major controversy and instead portrayed an oversimplified narrative of a catastrophic event. In the case of the third‐century Cyprianic plague, we call attention to several glaring methodological issues in Harper's treatment of the episode, point out the absence of corresponding evidence in the papyri, and cast doubt on the linkage previously drawn between the plague and archaeology.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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