Interesting! Although I found the original paper much more illuminating than the write-up: https://www.cambridge.org/core/journals/ancient-mesoamerica/...

Also, the use of the word „civilisation“ here feels wrong. What they discovered was an early, large-scale polity of a known civilisation.