Bibliographic record
Abstract
Freedom of Speech in Early Stuart England, David Colclough, Cambridge: Cambridge University Press, 2005, pp. 314. The rhetorical lynchpin of this fascinating book's central argument is the concept of parrhesia, which is a Greek term that began life as a catch-all expression for the quality of speech belonging to citizens of the polis (6). Colclough implies that the tradition of parrhesia took a circular route via the freedom of expression inherent in the group rights of Greek citizens to the need for frank expression of unpleasant truths by courtiers to their rulers. This transition required that “frankness” be elevated to the status of a virtue once it became apparent that rulers did not always make decisions in the best interest of the state. After the Reformation in northern Europe this virtue evolved into a religious imperative in the face of sectarian persecution and in England, especially, this imperative naturally extended itself to the admonition of monarchs who encroached on their citizens' religious freedoms. Religious conflict led to war, war required economic investment and soon the religious imperative to oppose the wrong-headed heretic blended with a protestant parliament's right to admonish the monarch on purely secular matters. Thus, under the Stuarts, parrhesia eventually came to resume its original sense as the right and duty of a free subject to speak out in public without fear that his desire to preserve the common good would be prosecuted under laws aimed at the seditious and libelous. It is but a rising sense of the secular that enables us to recognize the change in values that led an onerous religious duty to become the unimpeachable liberal right we so casually assert today.
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.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.017 |
| Scholarly communication | 0.011 | 0.006 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.009 | 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 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".