Methods as data: Investigating how reporting in methods sections affects perceived replicability of models

This presentation was a talk given on the 7th October 2025 to the CAMARADES Global Tuesdays meeting series. In this presentation, we give an overview of identification of experimental factors that researchers perceive as being relevant to include in methods sections of manuscripts that promote the replication of those methods, and describe how we plan to do a systematic review to discover the prevalence of reporting of these perceived factors.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-08
DOI
https://doi.org/10.5281/zenodo.17293653
Primary Topic
Fecal contamination and water quality
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Methods as data: Investigating how reporting in methods sections affects perceived replicability of models

Zenodo (CERN European Organization for Nuclear Research)
Fecal contamination and water quality
article

Methods as data: Investigating how reporting in methods sections affects perceived replicability of models

article en

Abstract

This presentation was a talk given on the 7th October 2025 to the CAMARADES Global Tuesdays meeting series. In this presentation, we give an overview of identification of experimental factors that researchers perceive as being relevant to include in methods sections of manuscripts that promote the replication of those methods, and describe how we plan to do a systematic review to discover the prevalence of reporting of these perceived factors.

Zenodo (CERN European Organization for Nuclear Research)
University of Surrey (GB), University of Southampton (GB)
Openalex Percentile: Top 45%
Fecal contamination and water quality
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.