On the public citation graph

Benchmarking large language models for marine functional group classification

0 signed · 33 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/sim.1545openalex-extracted

Estimating regression models with unknown break‐points

inferredcites →https://doi.org/10.1007/bf00409596openalex-extracted

Feeding capabilities and limitation of herbivorous molluscs: A functional group approach

inferredcites →https://doi.org/10.1007/s00357-022-09413-zopenalex-extracted

Understanding the Adjusted Rand Index and Other Partition Comparison Indices Based on Counting Object Pairs

inferredcites →https://doi.org/10.1007/s10531-010-9850-9openalex-extracted

Towards an assessment of multiple ecosystem processes and services via functional traits

inferredcites →https://doi.org/10.1007/s10531-011-9995-1openalex-extracted

How functional is functional? Ecological groupings in terrestrial animal ecology: towards an animal functional type approach

inferredcites →https://doi.org/10.1016/j.crsus.2024.100132openalex-extracted

Human-AI collaboration to identify literature for evidence synthesis

inferredcites →https://doi.org/10.1016/j.dsr2.2014.01.009openalex-extracted

An original model of the northern Gulf of Mexico using Ecopath with Ecosim and its implications for the effects of fishing on ecosystem structure and maturity

inferredcites →https://doi.org/10.1016/j.ecolmodel.2003.09.003openalex-extracted

Ecopath with Ecosim: methods, capabilities and limitations

inferredcites →https://doi.org/10.1016/j.tree.2024.04.007openalex-extracted

Leveraging AI to improve evidence synthesis in conservation

inferredcites →https://doi.org/10.1016/s0022-0981(00)00197-0openalex-extracted

Paradigm lost: reconsidering functional form and group hypotheses in marine ecology

inferredcites →https://doi.org/10.1073/pnas.2308950121openalex-extracted

GPT is an effective tool for multilingual psychological text analysis

inferredcites →https://doi.org/10.1080/19425120.2014.966216openalex-extracted

Simulating the Trophic Impacts of Fishery Policy Options on the West Florida Shelf Using Ecopath with Ecosim

inferredcites →https://doi.org/10.1111/2041-210x.14325openalex-extracted

Harnessing large language models for coding, teaching and inclusion to empower research in ecology and evolution

inferredcites →https://doi.org/10.1111/2041-210x.14454openalex-extracted

The use of generative AI for coding in academia

inferredcites →https://doi.org/10.1111/j.1365-2486.2012.02783.xopenalex-extracted

Improving plant functional groups for dynamic models of biodiversity: at the crossroads between functional and community ecology

inferredcites →https://doi.org/10.1111/j.1365-2745.2009.01630.xopenalex-extracted

Ecosystem properties determined by plant functional group identity

inferredcites →https://doi.org/10.1111/j.1467-2979.2011.00412.xopenalex-extracted

Lessons in modelling and management of marine ecosystems: the Atlantis experience

inferredcites →https://doi.org/10.1186/s13750-025-00362-9openalex-extracted

Evaluating generative AI for qualitative data extraction in community-based fisheries management literature

inferredcites →https://doi.org/10.1371/journal.pone.0017476openalex-extracted

Functional Structure of Biological Communities Predicts Ecosystem Multifunctionality

inferredcites →https://doi.org/10.1371/journal.pone.0214814openalex-extracted

Using sea-ice to calibrate a dynamic trophic model for the Western Antarctic Peninsula

inferredcites →https://doi.org/10.1371/journal.pone.0296788openalex-extracted

Modelling microplastic bioaccumulation and biomagnification potential in the Galápagos penguin ecosystem using Ecopath and Ecosim (EwE) with Ecotracer

inferredcites →https://doi.org/10.1371/journal.pone.0323563openalex-extracted

Careful design of Large Language Model pipelines enables expert-level retrieval of evidence-based information from syntheses and databases

inferredcites →https://doi.org/10.18653/v1/2025.insights-1.12openalex-extracted

Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation

inferredcites →https://doi.org/10.2307/2951764openalex-extracted

Tests for Parameter Instability and Structural Change With Unknown Change Point

inferredcites →https://doi.org/10.2307/2998540openalex-extracted

Estimating and Testing Linear Models with Multiple Structural Changes

inferredcites →https://doi.org/10.2307/3545860openalex-extracted

A Functional Group Approach to the Structure of Algal-Dominated Communities

inferredcites →https://doi.org/10.2307/3546655openalex-extracted

Guilds, Functional Types and Ecological Groups

inferredcites →https://doi.org/10.3354/meps09240openalex-extracted

Predicting trophic guild and diet overlap from functional traits: statistics, opportunities and limitations for marine ecology

inferredcites →https://doi.org/10.3368/jhr.50.2.317openalex-extracted

A Practitioner’s Guide to Cluster-Robust Inference

inferredcites →https://doi.org/10.3390/electronics13234712openalex-extracted

Comparative Analysis of Prompt Strategies for Large Language Models: Single-Task vs. Multitask Prompts

inferredcites →https://doi.org/10.3897/biss.7.112488openalex-extracted

Improving Biological Collections Data through Human-AI Collaboration

inferredcites →https://doi.org/10.7717/peerj.5795openalex-extracted

Creating functional groups of marine fish from categorical traits

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1111/faf.70037openalex-snapshot

A Prospectus on Generative Artificial Intelligence in Marine Ecosystem Modelling

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.