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Record W4416285068 · doi:10.1111/1365-2435.70197

Integrating predator energetic balance, risk‐taking behaviour and microhabitat in functional response to untangle indirect interactions in a multispecies vertebrate community

2025· article· en· W4416285068 on OpenAlexafffund
Andréanne Beardsell, Frédéric Dulude‐de Broin, Gilles Gauthier, Dominique Gravel, Pierre Legagneux, John P. DeLong, Dominique Berteaux, Joël Bêty

Bibliographic record

VenueFunctional Ecology · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicAnimal Ecology and Behavior Studies
Canadian institutionsUniversité de SherbrookeCenter for Northern StudiesUniversité du Québec à Rimouski
FundersNatural Sciences and Engineering Research Council of CanadaKenneth M. Molson FoundationPolar Knowledge CanadaCanada Foundation for InnovationArctic Goose Joint VentureUniversité du Québec à RimouskiEnvironment CanadaCanada Research ChairsArcticNetFonds de recherche du Québec – Nature et technologiesUniversité Laval
KeywordsPredationTundraForagingPredatorFunctional responseVertebrateNest (protein structural motif)ArcticOptimal foraging theory

Abstract

fetched live from OpenAlex

Abstract Predator–prey interactions in natural communities are complex, with predators often exploiting multiple prey types and generating indirect interactions among them. Ecological theory has traditionally modelled these interactions using functional response models which are based on foraging rates, not energy transfers. This approach overlooks how the energy acquisition rate of a predator can alter its behaviour and, in turn, the strength of species interactions. Here, we integrate predator energetics into a functional response model to represent trade‐offs predators face when foraging on prey that vary in risk and abundance across heterogeneous landscapes. We compared model predictions to 20 years of prey species density and reproductive success data. The mechanistic model was parameterized for an Arctic tundra vertebrate community, where the Arctic fox feeds on cyclic lemmings and eggs of sandpipers (non‐risky prey) and gulls (risky prey that often nest in partial refuge like islands). In this system, predator‐mediated interactions generate apparent mutualism between lemmings and birds, but their strength varies between species, and the mechanisms underlying this interaction remain unclear. We found that fox energetic balance was highly related to lemming density, with a threshold of 89 lemmings km −2 required for a positive energetic balance. Model‐predicted gull nest acquisition rates were lowest on islands when the energetic balance of foxes was positive, and highest for nests on the shore when foxes were in deficit. The model that incorporated predator risk‐taking behaviour and energetic balance produced variation in gull hatching success that most closely matched empirical observations. We documented for the first time that a shift in predator energetic balance, triggering changes in attack and capture probabilities on a risky prey, can be a key mechanism underlying the apparent mutualism between lemmings and gulls. In contrast, for non‐risky prey, the indirect effect can be essentially driven by changes in predator movement. These findings highlight how prey characteristics can lead to different mechanisms behind similar indirect interactions. Taken together, our results indicate that mechanistic models integrating species traits, landscape features and energy‐dependent behavioural adjustments can improve our ability to quantify interaction strengths in natural communities. Read the free Plain Language Summary for this article on the Journal blog.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.153
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.019
GPT teacher head0.268
Teacher spread0.249 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

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