A RE-APPRAISAL OF THE FIDUCIARY SELF-DEALING AND FAIR-DEALING RULES
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
I N Tito v. Waddell (No. 2) , Megarry V.-C. famously described, and differentiated, the two dealing rules, the “self-dealing rule” and the “fair-dealing rule”, that apply to those occupying fiduciary positions: The self-dealing rule is … that if a trustee sells the trust property to himself, the sale is voidable by any beneficiary ex debito justitiae, however fair the transaction. The fair-dealing rule is … that if a trustee purchases the beneficial interest of any of his beneficiaries, the transaction is not voidable ex debito justitiae, but can be set aside by the beneficiary unless the trustee can show that he has taken no advantage of his position and has made full disclosure to the beneficiary, and that the transaction is fair and honest.
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 | 0.001 | 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 | 0.000 |
| 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