Evidence map›Paper›PMID 42835132›Full record

ArticlePlant direct2026

Progeny Differentiation in Faba Bean Using Hyperspectral Images and Machine Learning.

Rica-Hanna Schlichtermann, Sebastian Warnemünde, Hanna Tietgen, Gregor Welna, Andreas Stahl, Benjamin Wittkop, Rod J Snowdon

Abstract read
In one paragraph

Article in Plant direct, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Rica-Hanna SchlichtermannDepartment of Plant Breeding Justus-Liebig University Giessen Giessen Germany.ORCID https://orcid.org/0009-0008-8556-4732
Sebastian WarnemündeJulius Kuehn Institute (JKI), Federal Research Centre for Cultivated Plants Institute for Resistance Research and Stress Tolerance Quedlinburg Germany.
Hanna TietgenNPZ Innovation GmbH Holtsee Germany.ORCID https://orcid.org/0009-0005-5808-8900
Gregor WelnaNorddeutsche Pflanzenzucht, Hans-Georg Lembke KG Holtsee Germany.ORCID https://orcid.org/0009-0002-8726-5556
Andreas StahlJulius Kuehn Institute (JKI), Federal Research Centre for Cultivated Plants Institute for Resistance Research and Stress Tolerance Quedlinburg Germany.ORCID https://orcid.org/0000-0003-3870-4073
Benjamin WittkopDepartment of Plant Breeding Justus-Liebig University Giessen Giessen Germany.
Rod J SnowdonDepartment of Plant Breeding Justus-Liebig University Giessen Giessen Germany.ORCID https://orcid.org/0000-0001-5577-7616

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Though currently a minor crop, faba bean is a promising source of plant-based protein as global diets shift towards more plant-based nutrition. To realize this potential, advances in breeding and cultivation are crucial. To exploit heterosis, faba bean breeding frequently utilizes synthetic cultivars, produced by open pollination of inbred lines, resulting in a mixture of F

Indexed as

breedingheterosisvariety identificationxenia

Identifiers

PMID42835132
PMCPMC13634928

What OpenQuestion holds

Textmetadata
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.