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
Jean Bodin’s analysis in Six Livres de la République is often understood as evidence of his alleged political absolutism. This article examines Bodin’s theory of offices to argue that this is a misguided view of Bodin’s political thought. I begin by revisiting Bodin’s distinction between the “sovereignty” and the “government” of the state. It is in the analysis of the latter that Bodin constructs a normative doctrine warning of the dangers of “ seigneurial” rule. As I show, Bodin’s purpose was to reject seigneurial rule by contrasting it with lawful rule, the mode of government in which public power was discharged according to law and custom, not by seigneurial will. Essential to Bodin’s analysis was a concept of public office that envisioned the officer as an independent intermediary “borrowing” public powers, not from higher magistrates or from the prince (as medieval lawyers traditionally argued), but only from the impersonal state.
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 | 0.000 | 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) | 0.072 | 0.027 |
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