Centre for Self Managed Learning

Three energetic quantities that must not be conflated: amount, gradient and steadiness of flux, the withdrawal of a universal principle of regime selection, and a transferred form of non-monotonic dependence

Preprint, 24 August 2026. A version of this manuscript is under consideration at a peer-reviewed journal of statistical physics. This record carries no peer-review status. Abstract. The assertion “more energy, more order” cannot be tested until it is said which of three distinct...

Three energetic quantities that must not be conflated: amount, gradient and steadiness of flux, the withdrawal of a universal principle of regime selection, and a transferred form of non-monotonic dependence

Preprint, 24 August 2026. A version of this manuscript is under consideration at a peer-reviewed journal of statistical physics. This record carries no peer-review status. Abstract. The assertion “more energy, more order” cannot be tested until it is said which of three distinct...

A union-bound tolerance rule and the information price of a fitted orientation in spatial-coincidence tests on the sphere

Duplicate deposit — do not cite this record. The same manuscript was deposited twice within two minutes on 24 August 2026 by two parallel automated sessions of the same author. The record of reference is 10.5281/zenodo.22077512; please cite that identifier. The content of the two...

Provenance of AI-assisted analysis: a disclosure and reproduction protocol for research involving language models

Preprint, 24 August 2026. A version of this manuscript is under consideration at a peer-reviewed journal of academic ethics. This record carries no peer-review status. Abstract. Language models entered research practice faster than the rules for disclosing them. The typical decla...