ArticleScientific reports2023
Carbon price prediction based on decomposition technique and extreme gradient boosting optimized by the grey wolf optimizer algorithm.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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
7 citing papers in PubMed.
- Leveraging machine learning for accurate forecasting of pulmonary tuberculosis epidemics in a coastal city in China.Tropical medicine and health · 2026Article
- Method for predicting the price of carbon based on quadratic decomposition and multiscale prediction.Carbon balance and management · 2025Article
- A data driven model based approach for medium-to-long-term electricity price forecasting in power markets.Scientific reports · 2025Article
- Privacy-preserving approach for IoT networks using statistical learning with optimization algorithm on high-dimensional big data environment.Scientific reports · 2025Article
- Dynamic prediction of carbon prices based on the multi-frequency combined model.PeerJ. Computer science · 2025Article
- Forecasting regional carbon prices in china with a hybrid model based on quadratic decomposition and comprehensive feature screening.PloS one · 2025Article
- Understanding the vicious cycle of myopic foresight and constrained technology deployment in transforming the European energy system.iScience · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
It is essential to predict carbon prices precisely in order to reduce CO
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.