ArticleNPJ science of food2022
Transforming agrifood production systems and supply chains with digital twins.
Article in NPJ science of food, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Computational Architectures for Precision Dairy Nutrition Digital Twins: A Technical Review and Implementation Framework.Sensors (Basel, Switzerland) · 2025Pooled it
- From Sustainability Narratives to Digital Infrastructures: Mapping the Transformation of Smart Agri-Food Systems.Foods (Basel, Switzerland) · 2026Article
- Mechanisms and Applications of Gastrointestinal Microbiota-Metabolite Interactions in Ruminants: A Review.Microorganisms · 2025Review
- Integrated strategies for enhancing agrifood productivity, lowering greenhouse gas emissions, and improving soil health.Innovation (Cambridge (Mass.)) · 2025Review
- Reducing Food Loss and Associated Greenhouse Gas Emissions Using a Dynamic Shelf Life Approach.Environmental science & technology · 2025Article
- Review
- Digital twins in sustainable transition: exploring the role of EU data governance.Frontiers in research metrics and analytics · 2024Article
- Lettuce Production in Intelligent Greenhouses-3D Imaging and Computer Vision for Plant Spacing Decisions.Sensors (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Identifiers
What OpenQuestion holds
Registered trials
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.