Evidence map›Paper›PMID 39737763›Full record

ArticleEcology letters2025

modelRxiv: A Platform for the Dissemination and Interactive Display of Models.

Keith D Harris, Guy Hadari, Gili Greenbaum

Abstract read
In one paragraph

Article in Ecology letters, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Keith D HarrisDepartment of Ecology, Evolution and Behavior, The Hebrew University of Jerusalem, Jerusalem, Israel.ORCID https://orcid.org/0000-0003-2162-9652
Guy HadariDepartment of Ecology, Evolution and Behavior, The Hebrew University of Jerusalem, Jerusalem, Israel.
Gili GreenbaumDepartment of Ecology, Evolution and Behavior, The Hebrew University of Jerusalem, Jerusalem, Israel.

Funding

German-Israeli Foundation for Scientific Research and Development I-1526-500.15/2021Israel Science Foundation 2049/21
6 · The paper itself

Abstract

Modelling the dynamics of biological processes is ubiquitous across the ecological and evolutionary disciplines. However, the increasing complexity of these models poses a challenge to the dissemination of model-derived results. Often only a small subset of model results are made available to the scientific community, with further exploration of the parameter space relying on local deployment of code supplied by the authors. This can be technically challenging, owing to the diversity of frameworks and environments in which models are developed. To address this issue, we developed a platform that serves as an interactive repository of biological models, called modelRxiv. To facilitate adding models to modelRxiv, we utilise large-language models (LLMs) to make the platform language-agnostic. The platform provides a unified interface for the analysis of models that do not require any technical understanding of the model implementation, thus improving the accessibility, reproducibility and validation of ecological and evolutionary models.

Indexed as

Models, BiologicalBiological EvolutionSoftwarecomputational modellingeco‐evolutionary dynamicsmodellingmodelling frameworks

Identifiers

PMID39737763
PMCPMC11687343

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.