The Fiduciary Nature of State Legal Authority
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
The fundamental interaction that triggers a obligation is the exercise by one party of discretionary power of an administrative nature over another party's interests, where the latter party is unable, as a matter of fact or law, to exercise the fiduciary's power. The goal of this paper is to demonstrate that there is something deeply fiduciary about the interaction between a state and its subjects. The nature of this relationship provides the justification for the state's legal authority to announce and enforce law, and explains the state's obligation to act in the interests of its subjects by ruling in accordance with the rule of law. Whereas consent theories of the state founder because so many people do not in fact consent to state authority, the theory flourishes precisely because law governs nonconsensual relations, including the state-subject relationship. With this underlying constitutional relationship in place, consent can operate through democratic channels to regulate the content of ordinary legislation.
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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 | 0.002 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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