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Draft: Remove 1.414 snr threshold and replace it with statistical thresholds

Related to #43, #53, #51

I've combined some fixes for the issues above into a single branch. This MR is mostly to share the changes for testing and further development. Don't review the changes until we've had a discussion/test of the science results (and memory usage).

Note I've merged !151 (merged).

Edited by Timothy Davies

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