Machine Learning-Based Morphological Classification and Diversity Analysis of Ornamental Pumpkin Seeds.

Sıtkı Ermiş, Uğur Ercan, Aylin Kabaş, Önder Kabaş, Georgiana Moiceanu

Abstract read

In one paragraph

Article in Foods (Basel, Switzerland), 2025. 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.

Identification and Classification of Snack-Type Watermelon (Foods (Basel, Switzerland) · 2025
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

5 authors.

Sıtkı ErmişDepartment of Horticulture, Faculty of Agriculture, Eskişehir Osmangazi University, Eskişehir 26040, Türkiye.ORCID 0000-0003-4919-921X

Uğur ErcanDepartment of Informatics, Akdeniz University, Antalya 07070, Türkiye.ORCID 0000-0002-9977-2718

Aylin KabaşDepartment of Organic Farming, Manavgat Vocational School, Akdeniz University, Antalya 07070, Türkiye.

Önder KabaşDepartment of Machine, Technical Science Vocational School, Akdeniz University, Antalya 07070, Türkiye.ORCID 0000-0003-0703-4804

Georgiana MoiceanuDepartment of Entrepreneurship and Management, Faculty of Entrepreneurship, Business Engineering and Management, National University of Science and Technology Politehnica Bucharest, 060042 Bucharest, Romania.ORCID 0000-0002-9483-0894

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ornamental pumpkin (

Indexed as

artificial intelligencemachine learningmorphological analysisornamental pumpkinseed classification

Identifiers

PMID40361582

DOI10.3390/foods14091498

PMCPMC12071245

What OpenQuestion holds

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Registered trials

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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.