Evidence map›Paper›PMID 42153125›Full record

ReviewEcology and evolution2026

Gain Curves, Reproductive Efficiency, and Sex Allocation.

Martin Burd

Abstract readReview
In one paragraph

Review in Ecology and evolution, 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

1 author.

Martin BurdRoyal Botanic Gardens Victoria Melbourne Victoria Australia.ORCID https://orcid.org/0000-0002-1175-2596

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Reproductive efficiency reflects the gap between an organism's potential success and its actual achievement. Exploring how theoretical sex allocation models deal with reproductive efficiency reveals shortcomings in two fundamental elements of the theory, fitness gain curves and the Shaw-Mohler equation. Gain curves depict success but make no reference to the production of the entities that accrue fitness, so they imply nothing about efficiency in its common sense, the fraction of successful reproductive entities in relation to the number produced. Because the number of successful entities cannot exceed the number produced, a gain curve implies a minimum allowable production, but the implication itself exposes new problems. Gain curves are used to replace terms in the Shaw-Mohler equation that were meant to represent an individual's fair competitive share of total population fitness. If gain curves themselves represent individual fitness outcomes, the theoretical solutions can imply unequal aggregate success of male and female mating agents, a biological impossibility in a sexually reproducing population. If gain curves represent inputs to an arena of mating interactions, the theoretical solutions can imply misleading or biologically impossible patterns of reproductive efficiency. The relationship between pollination efficiency and pollen-ovule ratios in flowering plants is used as a window into the shortcomings of gain curves and the Shaw-Mohler equation. There are new modeling approaches to sex allocation that are more explicit about the processes that lead from production of male and female reproductive entities to their eventual fitness outcomes.

Indexed as

evolutionarily stable strategyfrequency‐dependent selectiongain curvelocal mating competitionpollen‐ovule ratiopollination efficiencyShaw‐Mohler equation

Identifiers

PMID42153125
PMCPMC13180482

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.