Evidence map›Paper›PMID 42652485›Full record

ArticleInsects2026

Explainable Classification of Different Coloration Stages in Cherry Fruits Using a Hybrid RF-ACO Model Based on Pomological and Cherry Fly Data.

Cebrail Barut, İnanç Özgen, Halil Bolu, Bilal Alataş, Hakan Yildirim, Ali Murat Tatar

Abstract read
In one paragraph

Article in Insects, 2026. 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

6 authors.

Cebrail BarutDepartment of Continuing Education Center, Firat University, 23000 Elazig, Türkiye.ORCID 0000-0003-2756-5434
İnanç ÖzgenDepartment of Bioengineering, Faculty of Engineering, Firat University, 23000 Elazig, Türkiye.
Halil BoluDepartment of Plant Protection, Faculty of Agriculture, Dicle University, 21000 Diyarbakır, Türkiye.
Bilal AlataşDepartment of Software Engineering, Faculty of Engineering, Firat University, 23000 Elazig, Türkiye.ORCID 0000-0002-3513-0329
Hakan YildirimDepartment of Horticulture, Faculty of Agriculture, Malatya Turgut Özal University, 44210 Malatya, Türkiye.
Ali Murat TatarDepartment of Animal Science, Faculty of Agriculture, Dicle University, 21000 Diyarbakır, Türkiye.ORCID 0000-0002-4993-2779

Funding

Dicle University ZİRAAT.26.029The Scientific and Technological Research Council of Türkiye 123O399
6 · The paper itself

Abstract

The coloring process in cherry fruit affects both fruit quality and the cherry fly (

Indexed as

Ant Colony OptimizationcherryclassificationExplainable Artificial Intelligencepomological characteristicsRandom ForestRhagoletis cerasi

Identifiers

PMID42652485
PMCPMC13513007

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.