Justified in their Actions: A Historiographic Analysis of the Causes of the Spithead and Nore Mutinies of 1797
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
Justified in their Actions takes an in-depth look at nearly two centuries of literature surrounding the Spithead and Nore Mutinies of 1797, one of the largest examples of collective action ever undertaken by any western military force. Despite arising from largely similar sources, the mutinies' end could not have been more different—that of the Channel Fleet at Spithead resulted in the Royal Navy's first pay raise in a century by Act of Parliament and a general pardon for all involved. The mutiny at the Nore, however, culminated in dozens of courts martial and over thirty hangings. In Justified in their Actions, the mutinies will be studied through the lens of the age-old debate of "sedition or ships' biscuits," as it becomes clear that over-analysis of a subject can be just as dangerous as not studying it at all.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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