Evidence map›Paper›PMID 42838552›Full record

ArticleJournal of the Royal Society, Interface2026

Evolution expresses the second law of thermodynamics in action.

Arto Annila, Keith Baverstock

Abstract read
In one paragraph

Article in Journal of the Royal Society, Interface, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Arto AnnilaDepartment of Physics, University of Helsinki , Helsinki, Finland.ORCID 0000-0003-2955-2389
Keith BaverstockEnvironmental Science, University of Eastern Finland - Kuopio Campus , Kuopio, Finland.ORCID 0000-0001-5773-891X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evolution through natural selection has long been considered unique to biological systems, yet similar patterns emerge from physical, chemical, technological, economic and social processes. Skewed distributions, often near-lognormal, and sigmoidal courses, often with a power-law central region, recur across scales and scopes, making no distinction between living and non-living. This ubiquity suggests that evolution, in all its manifestations, expresses a universal principle. The second law of thermodynamics, derived from the statistical physics of open systems, explains the recurrent patterns: flows of energy naturally select the means and mechanisms that bring about balance in the least time. As a sequence of changes, evolution is destined for the free-energy minimum, equivalent to the entropy maximum; yet its paths remain profoundly unpredictable, even chaotic, as the process alters its own course by consuming its driving forces. By integrating all these interdependencies under the atomistic axiom, the equation of evolution becomes a holistic formulation. Unlike additive genetic models, thermodynamics naturally accounts for multiplicative dynamics and allometric scaling observed in proliferation, adaptation, speciation, cooperation, competition and self-organization, as well as in disintegration, degeneration and extinction. In this way, thermodynamics finally provides the long-sought unified theory from microscopic constituents to macroscopic phenomena.

Indexed as

Biological EvolutionModels, BiologicalSelection, GeneticThermodynamicsAnimalsallometric scalingcomplex systemsevolutionmultiplicative processesnatural selectionnon-equilibrium thermodynamicspath dependencestatistical physics

Identifiers

PMID42838552
PMCPMC13641944

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.