Evidence map›Paper›PMID 33868333›Full record

ArticleFrontiers in plant science2021

Comparing a Mixed Model Approach to Traditional Stability Estimators for Mapping Genotype by Environment Interactions and Yield Stability in Soybean [

Mary M Happ, George L Graef, Haichuan Wang, Reka Howard, Luis Posadas, David L Hyten

Open access · goldAbstract read
In one paragraph

Article in Frontiers in plant science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
3.8field-weighted citation impact, top 8% of its field
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

14 citing papers in PubMed, 29 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Methylation-associated mutagenesis underlies variation in the mutation spectrum across eukaryotes.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  5. Genetic mapping of novel QTL for seed protein stability in food-grade soybean (Glycine max).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Article
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  9. Genome-Wide Genetic Architecture for Common Scab (International journal of molecular sciences · 2025
    Article
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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

6 authors at 1 institution in 1 country.

Mary M HappDepartment of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States.
George L GraefDepartment of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States.
Haichuan WangDepartment of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States.
Reka HowardDepartment of Statistics, University of Nebraska-Lincoln, Lincoln, NE, United States.
Luis PosadasDepartment of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States.
David L HytenDepartment of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States.
University of Nebraska–Lincoln · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Identifying genetic loci associated with yield stability has helped plant breeders and geneticists begin to understand the role and influence of genotype by environment (GxE) interactions in soybean [

Indexed as

association studygenotype by environment (GxE) interactionmixed modelsoybeanyield stability

Identifiers

PMID33868333
PMCPMC8044453
OpenAlexW3143168764

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.