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Modelling the fear effect in predator–prey interactions

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Classifier prediction

metacan-v1-d91a1de5be90

Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.

Classifier candidate
Simulation or modellingTheoretical or conceptual
Classifier consensus
Simulation or modellingTheoretical or conceptual
Teacher imitation scores

Codex

Theoretical or conceptual0.758
Simulation or modelling0.080
Research integrity0.013
Observational0.008
Metaresearch0.005
Not applicable0.001
Bench or experimental0.001
Meta-epidemiology (broad)0.001
Scholarly communication0.001
Meta-epidemiology (narrow)0.000
Other design0.000
Systematic review0.000
Bibliometrics0.000
Randomized trial0.000
Meta-analysis0.000
Case report0.000
Open science0.000
Non-randomized trial0.000
Science and technology studies0.000
Qualitative0.000

Gemma

Simulation or modelling0.601
Theoretical or conceptual0.412
Metaresearch0.015
Observational0.002
Research integrity0.002
Systematic review0.001
Not applicable0.001
Meta-epidemiology (broad)0.000
Bench or experimental0.000
Non-randomized trial0.000
Meta-epidemiology (narrow)0.000
Meta-analysis0.000
Case report0.000
Science and technology studies0.000
Scholarly communication0.000
Open science0.000
Randomized trial0.000
Bibliometrics0.000
Qualitative0.000

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

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.

Opus teacher head0.037
GPT teacher head0.334
Teacher spread
0.297 how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

A recent field manipulation on a terrestrial vertebrate showed that the fear of predators alone altered anti-predator defences to such an extent that it greatly reduced the reproduction of prey. Because fear can evidently affect the populations of terrestrial vertebrates, we proposed a predator-prey model incorporating the cost of fear into prey reproduction. Our mathematical analyses show that high levels of fear (or equivalently strong anti-predator responses) can stabilize the predator-prey s…

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