ArticleNature communications2022
Reconstructing Earth's atmospheric oxygenation history using machine learning.
Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed, 64 citations in OpenAlex.
- From manganese mineral evolution history to atmospheric oxygen reconstruction.National science review · 2026Article
- Biosphere expansion drives Earth's secular oxygenation while tectonics modulate oxygen variability revealed by machine learning.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Noncanonical genetic markers resolve the pre-GOE emergence of aerobic bacteria in Earth's history.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Evolution of multicellularity genes in Cyanobacteria in the lead up to the great oxidation event.Communications biology · 2025Article
- An expansive global oxygenation of Earth's surface environments 1.4 billion years ago.Nature communications · 2025Article
- Paleoproterozoic Mississippi Valley-type mineralization at Black Angel, Greenland: evidence from sulfide δMineralium deposita · 2025Article
- Knowledge-guided machine learning reveals pivotal drivers for gas-to-particle conversion of atmospheric nitrate.Environmental science and ecotechnology · 2024Article
- Was hydrogen peroxide present before the arrival of oxygenic photosynthesis? The important role of iron(II) in the Archean ocean.Redox biology · 2024Review
- Enhanced U-Pb detrital zircon, Lu-Hf zircon, δScientific data · 2024Article
- Changes in orogenic style and surface environment recorded in Paleoproterozoic foreland successions.Nature communications · 2023Article
- Passive margins in accreting Archaean archipelagos signal continental stability promoting early atmospheric oxygen rise.Nature communications · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 5 institutions in 3 countries.
Funding
Abstract
Reconstructing historical atmospheric oxygen (O
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.