How we write the Classroom

What the Classroom is

The Classroom is a library of lessons that summarize published research on gas transfer in water, hydrodynamic cavitation, and micro- and nanobubbles. It exists to explain the science. It is not a performance guarantee, a design for a specific site, or medical, veterinary or agronomic advice.

Who writes it

Lessons are written and maintained by the Kairospace team. Every lesson shows the date it was last reviewed or updated, and a short note on what changed.

Sources

We rely first on peer-reviewed journal articles. Review articles, conference papers and early-stage studies are used too, and labeled as such. Every source is listed at the end of the lesson with a link to the paper through doi.org or the publisher.

We check every DOI against Crossref, the registry publishers use to record them. A citation we cannot verify is marked "citation under review" until it is corrected or removed.

Evidence labels

Each lesson carries one label for the strongest kind of evidence it relies on:

• Peer-reviewed research: findings published in peer-reviewed journals.
• Peer-reviewed research + Kairospace field data: published findings alongside measurements from our own deployments, which the text marks as ours.
• Review articles: the lesson relies mainly on published reviews that summarize other studies.
• Early-stage research: laboratory, animal or pilot-scale studies whose results have not been established at scale. Research Frontiers lessons carry this label.

Our own data

Kairospace field data appears only where the text says so ("in our deployments…"). Every figure comes from our internal claims register, which records its source and the conditions it was measured under. We never name a customer, a site or a customer's results without their written consent.

Health and medical research

Lessons in Research Frontiers, and sections of other lessons that discuss human or animal health, summarize published research. They are not medical or veterinary advice. Kairospace equipment is not a medical device and is not offered for medical, dental or veterinary use.

Claims we do not make

We report what studies measured under their own conditions. We do not claim that our equipment treats, cures or prevents disease, kills pathogens, or guarantees a yield, a saving or an environmental outcome.

Figures and quotations

Lessons summarize research in our own words. Quotations are short and attributed. Figures from papers are reproduced only when their licence allows it; otherwise we redraw the underlying data and say where it came from.

Review cycle

Every lesson is reviewed at least once a year, and Research Frontiers lessons every six months. Each review updates the lesson's date and its change note.

Corrections

If you find an error, write to legal@kairospacetech.com with the lesson and what should change. We review every report, and corrections are recorded in the lesson's change note.

Your data in the Classroom

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