Related Experiment Video
Updated: Jan 24, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
The marginal male hypothesis explains only small amounts of spatial variation in density in pinnipeds
Koen J van Benthem1,2, Rebecca Nagel3,4, Lara Maleen Beckmann5,6
1Department of Theoretical Biology, Bielefeld University, Universitätsstraße 25, Bielefeld, 33615, Germany. k.j.van.benthem@rug.nl.
Abstract:
The marginal male hypothesis is a mechanism proposed to explain gregariousness in pinnipeds. Here, we explore whether this mechanism, combined with density-dependent pup survival, can also account for heterogeneity in density across colonies, as observed in Antarctic fur seals (Arctocephalus gazella). We built a discrete-time matrix model inspired by the Antarctic fur seal to investigate how differences in density between two colonies can emerge through mate choice and density-dependent pup mortality. Our model assumes a heritable male colony preference that is coupled to competitive ability, i.e. a local siring advantage. Female colony preference is modelled as an independent trait that is allowed to evolve separately. Pup survival decreases with local density. We observe slight differences in density between the colonies at equilibrium. When siring advantage is high and the survival penalty for males with siring advantage is low, the colony that is preferred by the high-quality males becomes the less dense colony. Our model serves as a proof of concept that such density differences can emerge, although the predicted density differences are much smaller than those observed in the field. We expect that by including additional environmental factors, future models will explain more of the observed variation in density.
Related Concept Videos
What is a Hypothesis?
What is Variation?
The range, standard deviation, standard error, and variance are the different measures of variation.
Range: The range is the difference between its maximum and...
Variation: Normal Distribution, Range, and Standard Deviation
Hypothesis Test for Test of Independence
H0: The two variables (factors)...
Variation
When independent and dependent variables are plotted on a scatter plot, the slope of a line is a value that describes the rate of change between the two...
Types of Hypothesis Testing
When the null and alternative hypotheses are stated, it is observed that the null hypothesis is a neutral statement against which the alternative hypothesis is tested. The alternative hypothesis is a claim that instead has a certain direction. If the null hypothesis claims that p = 0.5, the alternative hypothesis would be an opposing statement to this and can be put either p > 0.5, p < 0.5, or p...

